CINXE.COM
An Example of An Accurate Hooke's Law Laboratory
<!DOCTYPE html><html lang="en-US" class="html_stretched responsive av-preloader-disabled html_header_top html_logo_left html_main_nav_header html_menu_right html_custom html_header_sticky html_header_shrinking_disabled html_mobile_menu_phone html_header_searchicon html_content_align_center html_header_unstick_top_disabled html_header_stretch_disabled html_av-submenu-hidden html_av-submenu-display-click html_av-overlay-side html_av-overlay-side-classic html_av-submenu-noclone html_entry_id_23277 av-cookies-no-cookie-consent av-no-preview av-default-lightbox html_text_menu_active av-mobile-menu-switch-default"><head><meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1"><meta charset="UTF-8" /> <script async src="https://www.googletagmanager.com/gtag/js?id=UA-2209856-4"></script> <script>window.dataLayer = window.dataLayer || []; function gtag(){dataLayer.push(arguments);} gtag('js', new Date()); gtag('config', 'UA-2209856-4');</script> <script data-optimized="1" src="https://www.physicsforums.com/insights/wp-content/litespeed/js/2592eef92248026c6738059400d0d827.js?ver=0d827" defer type="text/javascript"></script> <meta name="viewport" content="width=device-width, initial-scale=1"><meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' /><style>img:is([sizes="auto" i], [sizes^="auto," i]) { contain-intrinsic-size: 3000px 1500px }</style><title>An Example of An Accurate Hooke's Law Laboratory</title><meta name="description" content="Hooke's discovery of the linear relationship between the extension of a spring and the applied force has broad application in engineering and physics." /><link rel="canonical" href="https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/" /><meta property="og:locale" content="en_US" /><meta property="og:type" content="article" /><meta property="og:title" content="An Example of An Accurate Hooke's Law Laboratory" /><meta property="og:description" content="Hooke's discovery of the linear relationship between the extension of a spring and the applied force has broad application in engineering and physics." /><meta property="og:url" content="https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/" /><meta property="og:site_name" content="Physics Forums Insights" /><meta property="article:publisher" content="https://www.facebook.com/physicsforums" /><meta property="article:published_time" content="2019-01-11T04:04:19+00:00" /><meta property="article:modified_time" content="2024-08-17T21:55:22+00:00" /><meta property="og:image" content="https://www.physicsforums.com/insights/wp-content/uploads/2019/01/hookes_law_experiment.png" /><meta property="og:image:width" content="240" /><meta property="og:image:height" content="135" /><meta property="og:image:type" content="image/png" /><meta name="author" content="Dr. Courtney" /><meta name="twitter:card" content="summary_large_image" /><meta name="twitter:creator" content="@physicsforums" /><meta name="twitter:site" content="@physicsforums" /><meta name="twitter:label1" content="Written by" /><meta name="twitter:data1" content="Dr. Courtney" /><meta name="twitter:label2" content="Est. reading time" /><meta name="twitter:data2" content="9 minutes" /> <script type="application/ld+json" class="yoast-schema-graph">{"@context":"https://schema.org","@graph":[{"@type":"Article","@id":"https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/#article","isPartOf":{"@id":"https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/"},"author":{"name":"Dr. Courtney","@id":"https://www.physicsforums.com/insights/#/schema/person/acf932f9d34c5b4c9529be79ccef7388"},"headline":"An Example of An Accurate Hooke’s Law Laboratory","datePublished":"2019-01-11T04:04:19+00:00","dateModified":"2024-08-17T21:55:22+00:00","mainEntityOfPage":{"@id":"https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/"},"wordCount":1707,"commentCount":16,"publisher":{"@id":"https://www.physicsforums.com/insights/#organization"},"image":{"@id":"https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/#primaryimage"},"thumbnailUrl":"https://www.physicsforums.com/insights/wp-content/uploads/2019/01/hookes_law_experiment.png","keywords":["experiments","laboratory"],"articleSection":["Physics Articles"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/#respond"]}]},{"@type":"WebPage","@id":"https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/","url":"https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/","name":"An Example of An Accurate Hooke's Law Laboratory","isPartOf":{"@id":"https://www.physicsforums.com/insights/#website"},"primaryImageOfPage":{"@id":"https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/#primaryimage"},"image":{"@id":"https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/#primaryimage"},"thumbnailUrl":"https://www.physicsforums.com/insights/wp-content/uploads/2019/01/hookes_law_experiment.png","datePublished":"2019-01-11T04:04:19+00:00","dateModified":"2024-08-17T21:55:22+00:00","description":"Hooke's discovery of the linear relationship between the extension of a spring and the applied force has broad application in engineering and physics.","breadcrumb":{"@id":"https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/#primaryimage","url":"https://www.physicsforums.com/insights/wp-content/uploads/2019/01/hookes_law_experiment.png","contentUrl":"https://www.physicsforums.com/insights/wp-content/uploads/2019/01/hookes_law_experiment.png","width":240,"height":135,"caption":"Hooke's Law Experiement"},{"@type":"BreadcrumbList","@id":"https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://www.physicsforums.com/insights/"},{"@type":"ListItem","position":2,"name":"An Example of An Accurate Hooke’s Law Laboratory"}]},{"@type":"WebSite","@id":"https://www.physicsforums.com/insights/#website","url":"https://www.physicsforums.com/insights/","name":"Physics Forums Insights","description":"Science and Math Articles, Tutorials and Guides","publisher":{"@id":"https://www.physicsforums.com/insights/#organization"},"alternateName":"PF Insights","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://www.physicsforums.com/insights/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https://www.physicsforums.com/insights/#organization","name":"Physics Forums","url":"https://www.physicsforums.com/insights/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https://www.physicsforums.com/insights/#/schema/logo/image/","url":"https://www.physicsforums.com/insights/wp-content/uploads/2018/05/facebook_image-1.png","contentUrl":"https://www.physicsforums.com/insights/wp-content/uploads/2018/05/facebook_image-1.png","width":205,"height":200,"caption":"Physics Forums"},"image":{"@id":"https://www.physicsforums.com/insights/#/schema/logo/image/"},"sameAs":["https://www.facebook.com/physicsforums","https://x.com/physicsforums","https://www.linkedin.com/company/physics-forums","https://www.pinterest.com/physicsforums"]},{"@type":"Person","@id":"https://www.physicsforums.com/insights/#/schema/person/acf932f9d34c5b4c9529be79ccef7388","name":"Dr. Courtney","description":"I grew up working in bars and restaurants in New Orleans and viewed education as a path to escape menial and dangerous work environments, majoring in Physics at LSU. After being a finalist for the Rhodes Scholarship I was offered graduate research fellowships from both Princeton and MIT, completing a PhD in Physics from MIT in 1995. I have published papers in theoretical astrophysics, experimental atomic physics, chaos theory, quantum theory, acoustics, ballistics, traumatic brain injury, epistemology, and education. My philosophy of education emphasizes the tremendous potential for accomplishment in each individual and that achieving that potential requires efforts in a broad range of disciplines including music, art, poetry, history, literature, science, math, and athletics. As a younger man, I enjoyed playing basketball and Ultimate. Now I play tennis and mountain bike 2000 miles a year.","url":"https://www.physicsforums.com/insights/author/dr-courtney/"}]}</script> <link rel="alternate" type="application/rss+xml" title="Physics Forums Insights » Feed" href="https://www.physicsforums.com/insights/feed/" /> <script type="text/javascript" id="wpp-js" src="https://www.physicsforums.com/insights/wp-content/plugins/wordpress-popular-posts/assets/js/wpp.js?ver=7.2.0" data-sampling="0" data-sampling-rate="100" data-api-url="https://www.physicsforums.com/insights/wp-json/wordpress-popular-posts" data-post-id="23277" data-token="5534ff0b56" data-lang="0" data-debug="1"></script> <link data-optimized="1" rel='stylesheet' id='xpress_wp_admin_style-css' href='https://www.physicsforums.com/insights/wp-content/litespeed/css/59568f3369115d72ade0de8186a4674e.css?ver=4674e' type='text/css' media='all' /><link data-optimized="1" rel='stylesheet' id='wp-block-library-css' href='https://www.physicsforums.com/insights/wp-content/litespeed/css/ad10b27e06583ae315af8368433fa1f7.css?ver=b9180' type='text/css' media='all' /><style id='global-styles-inline-css' type='text/css'>:root{--wp--preset--aspect-ratio--square: 1;--wp--preset--aspect-ratio--4-3: 4/3;--wp--preset--aspect-ratio--3-4: 3/4;--wp--preset--aspect-ratio--3-2: 3/2;--wp--preset--aspect-ratio--2-3: 2/3;--wp--preset--aspect-ratio--16-9: 16/9;--wp--preset--aspect-ratio--9-16: 9/16;--wp--preset--color--black: #000000;--wp--preset--color--cyan-bluish-gray: #abb8c3;--wp--preset--color--white: #ffffff;--wp--preset--color--pale-pink: #f78da7;--wp--preset--color--vivid-red: #cf2e2e;--wp--preset--color--luminous-vivid-orange: #ff6900;--wp--preset--color--luminous-vivid-amber: #fcb900;--wp--preset--color--light-green-cyan: #7bdcb5;--wp--preset--color--vivid-green-cyan: #00d084;--wp--preset--color--pale-cyan-blue: #8ed1fc;--wp--preset--color--vivid-cyan-blue: #0693e3;--wp--preset--color--vivid-purple: #9b51e0;--wp--preset--color--metallic-red: #b02b2c;--wp--preset--color--maximum-yellow-red: #edae44;--wp--preset--color--yellow-sun: #eeee22;--wp--preset--color--palm-leaf: #83a846;--wp--preset--color--aero: #7bb0e7;--wp--preset--color--old-lavender: #745f7e;--wp--preset--color--steel-teal: #5f8789;--wp--preset--color--raspberry-pink: #d65799;--wp--preset--color--medium-turquoise: #4ecac2;--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple: linear-gradient(135deg,rgba(6,147,227,1) 0%,rgb(155,81,224) 100%);--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan: linear-gradient(135deg,rgb(122,220,180) 0%,rgb(0,208,130) 100%);--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange: linear-gradient(135deg,rgba(252,185,0,1) 0%,rgba(255,105,0,1) 100%);--wp--preset--gradient--luminous-vivid-orange-to-vivid-red: linear-gradient(135deg,rgba(255,105,0,1) 0%,rgb(207,46,46) 100%);--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray: linear-gradient(135deg,rgb(238,238,238) 0%,rgb(169,184,195) 100%);--wp--preset--gradient--cool-to-warm-spectrum: linear-gradient(135deg,rgb(74,234,220) 0%,rgb(151,120,209) 20%,rgb(207,42,186) 40%,rgb(238,44,130) 60%,rgb(251,105,98) 80%,rgb(254,248,76) 100%);--wp--preset--gradient--blush-light-purple: linear-gradient(135deg,rgb(255,206,236) 0%,rgb(152,150,240) 100%);--wp--preset--gradient--blush-bordeaux: linear-gradient(135deg,rgb(254,205,165) 0%,rgb(254,45,45) 50%,rgb(107,0,62) 100%);--wp--preset--gradient--luminous-dusk: linear-gradient(135deg,rgb(255,203,112) 0%,rgb(199,81,192) 50%,rgb(65,88,208) 100%);--wp--preset--gradient--pale-ocean: linear-gradient(135deg,rgb(255,245,203) 0%,rgb(182,227,212) 50%,rgb(51,167,181) 100%);--wp--preset--gradient--electric-grass: linear-gradient(135deg,rgb(202,248,128) 0%,rgb(113,206,126) 100%);--wp--preset--gradient--midnight: linear-gradient(135deg,rgb(2,3,129) 0%,rgb(40,116,252) 100%);--wp--preset--font-size--small: 1rem;--wp--preset--font-size--medium: 1.125rem;--wp--preset--font-size--large: 1.75rem;--wp--preset--font-size--x-large: clamp(1.75rem, 3vw, 2.25rem);--wp--preset--spacing--20: 0.44rem;--wp--preset--spacing--30: 0.67rem;--wp--preset--spacing--40: 1rem;--wp--preset--spacing--50: 1.5rem;--wp--preset--spacing--60: 2.25rem;--wp--preset--spacing--70: 3.38rem;--wp--preset--spacing--80: 5.06rem;--wp--preset--shadow--natural: 6px 6px 9px rgba(0, 0, 0, 0.2);--wp--preset--shadow--deep: 12px 12px 50px rgba(0, 0, 0, 0.4);--wp--preset--shadow--sharp: 6px 6px 0px rgba(0, 0, 0, 0.2);--wp--preset--shadow--outlined: 6px 6px 0px -3px rgba(255, 255, 255, 1), 6px 6px rgba(0, 0, 0, 1);--wp--preset--shadow--crisp: 6px 6px 0px rgba(0, 0, 0, 1);}:root { --wp--style--global--content-size: 800px;--wp--style--global--wide-size: 1130px; }:where(body) { margin: 0; }.wp-site-blocks > .alignleft { float: left; margin-right: 2em; }.wp-site-blocks > .alignright { float: right; margin-left: 2em; }.wp-site-blocks > .aligncenter { justify-content: center; margin-left: auto; margin-right: auto; }:where(.is-layout-flex){gap: 0.5em;}:where(.is-layout-grid){gap: 0.5em;}.is-layout-flow > .alignleft{float: left;margin-inline-start: 0;margin-inline-end: 2em;}.is-layout-flow > .alignright{float: right;margin-inline-start: 2em;margin-inline-end: 0;}.is-layout-flow > .aligncenter{margin-left: auto !important;margin-right: auto !important;}.is-layout-constrained > .alignleft{float: left;margin-inline-start: 0;margin-inline-end: 2em;}.is-layout-constrained > .alignright{float: right;margin-inline-start: 2em;margin-inline-end: 0;}.is-layout-constrained > .aligncenter{margin-left: auto !important;margin-right: auto !important;}.is-layout-constrained > :where(:not(.alignleft):not(.alignright):not(.alignfull)){max-width: var(--wp--style--global--content-size);margin-left: auto !important;margin-right: auto !important;}.is-layout-constrained > .alignwide{max-width: var(--wp--style--global--wide-size);}body .is-layout-flex{display: flex;}.is-layout-flex{flex-wrap: wrap;align-items: center;}.is-layout-flex > :is(*, div){margin: 0;}body .is-layout-grid{display: grid;}.is-layout-grid > :is(*, div){margin: 0;}body{padding-top: 0px;padding-right: 0px;padding-bottom: 0px;padding-left: 0px;}a:where(:not(.wp-element-button)){text-decoration: underline;}:root :where(.wp-element-button, .wp-block-button__link){background-color: #32373c;border-width: 0;color: #fff;font-family: inherit;font-size: inherit;line-height: inherit;padding: calc(0.667em + 2px) calc(1.333em + 2px);text-decoration: none;}.has-black-color{color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-color{color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-color{color: var(--wp--preset--color--white) !important;}.has-pale-pink-color{color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-color{color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-color{color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-color{color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-color{color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-color{color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-color{color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-color{color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-color{color: var(--wp--preset--color--vivid-purple) !important;}.has-metallic-red-color{color: var(--wp--preset--color--metallic-red) !important;}.has-maximum-yellow-red-color{color: var(--wp--preset--color--maximum-yellow-red) !important;}.has-yellow-sun-color{color: var(--wp--preset--color--yellow-sun) !important;}.has-palm-leaf-color{color: var(--wp--preset--color--palm-leaf) !important;}.has-aero-color{color: var(--wp--preset--color--aero) !important;}.has-old-lavender-color{color: var(--wp--preset--color--old-lavender) !important;}.has-steel-teal-color{color: var(--wp--preset--color--steel-teal) !important;}.has-raspberry-pink-color{color: var(--wp--preset--color--raspberry-pink) !important;}.has-medium-turquoise-color{color: var(--wp--preset--color--medium-turquoise) !important;}.has-black-background-color{background-color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-background-color{background-color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-background-color{background-color: var(--wp--preset--color--white) !important;}.has-pale-pink-background-color{background-color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-background-color{background-color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-background-color{background-color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-background-color{background-color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-background-color{background-color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-background-color{background-color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-background-color{background-color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-background-color{background-color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-background-color{background-color: var(--wp--preset--color--vivid-purple) !important;}.has-metallic-red-background-color{background-color: var(--wp--preset--color--metallic-red) !important;}.has-maximum-yellow-red-background-color{background-color: var(--wp--preset--color--maximum-yellow-red) !important;}.has-yellow-sun-background-color{background-color: var(--wp--preset--color--yellow-sun) !important;}.has-palm-leaf-background-color{background-color: var(--wp--preset--color--palm-leaf) !important;}.has-aero-background-color{background-color: var(--wp--preset--color--aero) !important;}.has-old-lavender-background-color{background-color: var(--wp--preset--color--old-lavender) !important;}.has-steel-teal-background-color{background-color: var(--wp--preset--color--steel-teal) !important;}.has-raspberry-pink-background-color{background-color: var(--wp--preset--color--raspberry-pink) !important;}.has-medium-turquoise-background-color{background-color: var(--wp--preset--color--medium-turquoise) !important;}.has-black-border-color{border-color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-border-color{border-color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-border-color{border-color: var(--wp--preset--color--white) !important;}.has-pale-pink-border-color{border-color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-border-color{border-color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-border-color{border-color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-border-color{border-color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-border-color{border-color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-border-color{border-color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-border-color{border-color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-border-color{border-color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-border-color{border-color: var(--wp--preset--color--vivid-purple) !important;}.has-metallic-red-border-color{border-color: var(--wp--preset--color--metallic-red) !important;}.has-maximum-yellow-red-border-color{border-color: var(--wp--preset--color--maximum-yellow-red) !important;}.has-yellow-sun-border-color{border-color: var(--wp--preset--color--yellow-sun) !important;}.has-palm-leaf-border-color{border-color: var(--wp--preset--color--palm-leaf) !important;}.has-aero-border-color{border-color: var(--wp--preset--color--aero) !important;}.has-old-lavender-border-color{border-color: var(--wp--preset--color--old-lavender) !important;}.has-steel-teal-border-color{border-color: var(--wp--preset--color--steel-teal) !important;}.has-raspberry-pink-border-color{border-color: var(--wp--preset--color--raspberry-pink) !important;}.has-medium-turquoise-border-color{border-color: var(--wp--preset--color--medium-turquoise) !important;}.has-vivid-cyan-blue-to-vivid-purple-gradient-background{background: var(--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple) !important;}.has-light-green-cyan-to-vivid-green-cyan-gradient-background{background: var(--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan) !important;}.has-luminous-vivid-amber-to-luminous-vivid-orange-gradient-background{background: var(--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange) !important;}.has-luminous-vivid-orange-to-vivid-red-gradient-background{background: var(--wp--preset--gradient--luminous-vivid-orange-to-vivid-red) !important;}.has-very-light-gray-to-cyan-bluish-gray-gradient-background{background: var(--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray) !important;}.has-cool-to-warm-spectrum-gradient-background{background: var(--wp--preset--gradient--cool-to-warm-spectrum) !important;}.has-blush-light-purple-gradient-background{background: var(--wp--preset--gradient--blush-light-purple) !important;}.has-blush-bordeaux-gradient-background{background: var(--wp--preset--gradient--blush-bordeaux) !important;}.has-luminous-dusk-gradient-background{background: var(--wp--preset--gradient--luminous-dusk) !important;}.has-pale-ocean-gradient-background{background: var(--wp--preset--gradient--pale-ocean) !important;}.has-electric-grass-gradient-background{background: var(--wp--preset--gradient--electric-grass) !important;}.has-midnight-gradient-background{background: var(--wp--preset--gradient--midnight) !important;}.has-small-font-size{font-size: var(--wp--preset--font-size--small) !important;}.has-medium-font-size{font-size: var(--wp--preset--font-size--medium) !important;}.has-large-font-size{font-size: var(--wp--preset--font-size--large) !important;}.has-x-large-font-size{font-size: var(--wp--preset--font-size--x-large) !important;} :where(.wp-block-post-template.is-layout-flex){gap: 1.25em;}:where(.wp-block-post-template.is-layout-grid){gap: 1.25em;} :where(.wp-block-columns.is-layout-flex){gap: 2em;}:where(.wp-block-columns.is-layout-grid){gap: 2em;} :root :where(.wp-block-pullquote){font-size: 1.5em;line-height: 1.6;}</style><link data-optimized="1" rel='stylesheet' id='ez-toc-css' href='https://www.physicsforums.com/insights/wp-content/litespeed/css/008d509d4fec340652d0312244582360.css?ver=d7f24' type='text/css' media='all' /><style id='ez-toc-inline-css' type='text/css'>div#ez-toc-container .ez-toc-title {font-size: 120%;}div#ez-toc-container .ez-toc-title {font-weight: 500;}div#ez-toc-container ul li {font-size: 95%;}div#ez-toc-container ul li {font-weight: 500;}div#ez-toc-container nav ul ul li {font-size: 90%;}div#ez-toc-container {background: #fff;border: 1px solid #ddd;}div#ez-toc-container p.ez-toc-title , #ez-toc-container .ez_toc_custom_title_icon , #ez-toc-container .ez_toc_custom_toc_icon {color: #4c4c4c;}div#ez-toc-container ul.ez-toc-list a {color: #066fac;}div#ez-toc-container ul.ez-toc-list a:hover {color: #235887;}div#ez-toc-container ul.ez-toc-list a:visited {color: #4594d1;} .ez-toc-container-direction {direction: ltr;}.ez-toc-counter ul{counter-reset: item ;}.ez-toc-counter nav ul li a::before {content: counters(item, '.', decimal) '. ';display: inline-block;counter-increment: item;flex-grow: 0;flex-shrink: 0;margin-right: .2em; float: left; }.ez-toc-widget-direction {direction: ltr;}.ez-toc-widget-container ul{counter-reset: item ;}.ez-toc-widget-container nav ul li a::before {content: counters(item, '.', decimal) '. ';display: inline-block;counter-increment: item;flex-grow: 0;flex-shrink: 0;margin-right: .2em; float: left; }</style><link data-optimized="1" rel='stylesheet' id='wordpress-popular-posts-css-css' href='https://www.physicsforums.com/insights/wp-content/litespeed/css/f37de7c74c7905b881abee3714c59450.css?ver=b2ec6' type='text/css' media='all' /><link data-optimized="1" rel='stylesheet' id='avia-merged-styles-css' href='https://www.physicsforums.com/insights/wp-content/litespeed/css/26482a11dcb0aabea248feffff00cc05.css?ver=0cc05' type='text/css' media='all' /> <script data-optimized="1" type="text/javascript" async='async' src="https://www.physicsforums.com/insights/wp-content/litespeed/js/dddbaf834171fed716d265a90aea73b5.js?ver=a73b5" id="avia-head-scripts-js"></script> <style id="wpp-loading-animation-styles">@-webkit-keyframes bgslide{from{background-position-x:0}to{background-position-x:-200%}}@keyframes bgslide{from{background-position-x:0}to{background-position-x:-200%}}.wpp-widget-block-placeholder,.wpp-shortcode-placeholder{margin:0 auto;width:60px;height:3px;background:#dd3737;background:linear-gradient(90deg,#dd3737 0%,#571313 10%,#dd3737 100%);background-size:200% auto;border-radius:3px;-webkit-animation:bgslide 1s infinite linear;animation:bgslide 1s infinite linear}</style><link rel="profile" href="https://gmpg.org/xfn/11" /><link rel="alternate" type="application/rss+xml" title="Physics Forums Insights RSS2 Feed" href="https://www.physicsforums.com/insights/feed/" /><link rel="pingback" href="https://www.physicsforums.com/insights/xmlrpc.php" /><style type='text/css' media='screen'>#top #header_main > .container, #top #header_main > .container .main_menu .av-main-nav > li > a, #top #header_main #menu-item-shop .cart_dropdown_link{ height:70px; line-height: 70px; } .html_top_nav_header .av-logo-container{ height:70px; } .html_header_top.html_header_sticky #top #wrap_all #main{ padding-top:70px; }</style><!--[if lt IE 9]><script src="https://www.physicsforums.com/insights/wp-content/themes/enfold/js/html5shiv.js"></script><![endif]--><link rel="icon" href="https://www.physicsforums.com/insights/wp-content/uploads/2016/08/favicon.ico" type="image/x-icon"><style type="text/css">.saboxplugin-wrap{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;-ms-box-sizing:border-box;box-sizing:border-box;border:1px solid #eee;width:100%;clear:both;display:block;overflow:hidden;word-wrap:break-word;position:relative}.saboxplugin-wrap .saboxplugin-gravatar{float:left;padding:0 20px 20px 20px}.saboxplugin-wrap .saboxplugin-gravatar img{max-width:100px;height:auto;border-radius:0;}.saboxplugin-wrap .saboxplugin-authorname{font-size:18px;line-height:1;margin:20px 0 0 20px;display:block}.saboxplugin-wrap .saboxplugin-authorname a{text-decoration:none}.saboxplugin-wrap .saboxplugin-authorname a:focus{outline:0}.saboxplugin-wrap .saboxplugin-desc{display:block;margin:5px 20px}.saboxplugin-wrap .saboxplugin-desc a{text-decoration:underline}.saboxplugin-wrap .saboxplugin-desc p{margin:5px 0 12px}.saboxplugin-wrap .saboxplugin-web{margin:0 20px 15px;text-align:left}.saboxplugin-wrap .sab-web-position{text-align:right}.saboxplugin-wrap .saboxplugin-web a{color:#ccc;text-decoration:none}.saboxplugin-wrap .saboxplugin-socials{position:relative;display:block;background:#fcfcfc;padding:5px;border-top:1px solid #eee}.saboxplugin-wrap .saboxplugin-socials a svg{width:20px;height:20px}.saboxplugin-wrap .saboxplugin-socials a svg .st2{fill:#fff; transform-origin:center center;}.saboxplugin-wrap .saboxplugin-socials a svg .st1{fill:rgba(0,0,0,.3)}.saboxplugin-wrap .saboxplugin-socials a:hover{opacity:.8;-webkit-transition:opacity .4s;-moz-transition:opacity .4s;-o-transition:opacity .4s;transition:opacity .4s;box-shadow:none!important;-webkit-box-shadow:none!important}.saboxplugin-wrap .saboxplugin-socials .saboxplugin-icon-color{box-shadow:none;padding:0;border:0;-webkit-transition:opacity .4s;-moz-transition:opacity .4s;-o-transition:opacity .4s;transition:opacity .4s;display:inline-block;color:#fff;font-size:0;text-decoration:inherit;margin:5px;-webkit-border-radius:0;-moz-border-radius:0;-ms-border-radius:0;-o-border-radius:0;border-radius:0;overflow:hidden}.saboxplugin-wrap .saboxplugin-socials .saboxplugin-icon-grey{text-decoration:inherit;box-shadow:none;position:relative;display:-moz-inline-stack;display:inline-block;vertical-align:middle;zoom:1;margin:10px 5px;color:#444;fill:#444}.clearfix:after,.clearfix:before{content:' ';display:table;line-height:0;clear:both}.ie7 .clearfix{zoom:1}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-twitch{border-color:#38245c}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-addthis{border-color:#e91c00}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-behance{border-color:#003eb0}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-delicious{border-color:#06c}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-deviantart{border-color:#036824}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-digg{border-color:#00327c}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-dribbble{border-color:#ba1655}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-facebook{border-color:#1e2e4f}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-flickr{border-color:#003576}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-github{border-color:#264874}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-google{border-color:#0b51c5}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-googleplus{border-color:#96271a}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-html5{border-color:#902e13}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-instagram{border-color:#1630aa}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-linkedin{border-color:#00344f}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-pinterest{border-color:#5b040e}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-reddit{border-color:#992900}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-rss{border-color:#a43b0a}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-sharethis{border-color:#5d8420}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-skype{border-color:#00658a}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-soundcloud{border-color:#995200}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-spotify{border-color:#0f612c}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-stackoverflow{border-color:#a95009}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-steam{border-color:#006388}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-user_email{border-color:#b84e05}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-stumbleUpon{border-color:#9b280e}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-tumblr{border-color:#10151b}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-twitter{border-color:#0967a0}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-vimeo{border-color:#0d7091}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-windows{border-color:#003f71}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-whatsapp{border-color:#003f71}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-wordpress{border-color:#0f3647}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-yahoo{border-color:#14002d}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-youtube{border-color:#900}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-xing{border-color:#000202}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-mixcloud{border-color:#2475a0}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-vk{border-color:#243549}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-medium{border-color:#00452c}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-quora{border-color:#420e00}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-meetup{border-color:#9b181c}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-goodreads{border-color:#000}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-snapchat{border-color:#999700}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-500px{border-color:#00557f}.saboxplugin-socials.sabox-colored .saboxplugin-icon-color .sab-mastodont{border-color:#185886}.sabox-plus-item{margin-bottom:20px}@media screen and (max-width:480px){.saboxplugin-wrap{text-align:center}.saboxplugin-wrap .saboxplugin-gravatar{float:none;padding:20px 0;text-align:center;margin:0 auto;display:block}.saboxplugin-wrap .saboxplugin-gravatar img{float:none;display:inline-block;display:-moz-inline-stack;vertical-align:middle;zoom:1}.saboxplugin-wrap .saboxplugin-desc{margin:0 10px 20px;text-align:center}.saboxplugin-wrap .saboxplugin-authorname{text-align:center;margin:10px 0 20px}}body .saboxplugin-authorname a,body .saboxplugin-authorname a:hover{box-shadow:none;-webkit-box-shadow:none}a.sab-profile-edit{font-size:16px!important;line-height:1!important}.sab-edit-settings a,a.sab-profile-edit{color:#0073aa!important;box-shadow:none!important;-webkit-box-shadow:none!important}.sab-edit-settings{margin-right:15px;position:absolute;right:0;z-index:2;bottom:10px;line-height:20px}.sab-edit-settings i{margin-left:5px}.saboxplugin-socials{line-height:1!important}.rtl .saboxplugin-wrap .saboxplugin-gravatar{float:right}.rtl .saboxplugin-wrap .saboxplugin-authorname{display:flex;align-items:center}.rtl .saboxplugin-wrap .saboxplugin-authorname .sab-profile-edit{margin-right:10px}.rtl .sab-edit-settings{right:auto;left:0}img.sab-custom-avatar{max-width:75px;}.saboxplugin-wrap .saboxplugin-gravatar img {-webkit-border-radius:50%;-moz-border-radius:50%;-ms-border-radius:50%;-o-border-radius:50%;border-radius:50%;}.saboxplugin-wrap .saboxplugin-gravatar img {-webkit-border-radius:50%;-moz-border-radius:50%;-ms-border-radius:50%;-o-border-radius:50%;border-radius:50%;}.saboxplugin-wrap .saboxplugin-gravatar img {-webkit-transition:all .5s ease;-moz-transition:all .5s ease;-o-transition:all .5s ease;transition:all .5s ease;}.saboxplugin-wrap .saboxplugin-gravatar img:hover {-webkit-transform:rotate(45deg);-moz-transform:rotate(45deg);-o-transform:rotate(45deg);-ms-transform:rotate(45deg);transform:rotate(45deg);}.saboxplugin-wrap {margin-top:0px; margin-bottom:0px; padding: 0px 0px }.saboxplugin-wrap .saboxplugin-authorname {font-size:18px; line-height:25px;}.saboxplugin-wrap .saboxplugin-desc p, .saboxplugin-wrap .saboxplugin-desc {font-size:14px !important; line-height:21px !important;}.saboxplugin-wrap .saboxplugin-web {font-size:14px;}.saboxplugin-wrap .saboxplugin-socials a svg {width:18px;height:18px;}</style> <script type="text/javascript">'use strict';var avia_is_mobile=!1;if(/Android|webOS|iPhone|iPad|iPod|BlackBerry|IEMobile|Opera Mini/i.test(navigator.userAgent)&&'ontouchstart' in document.documentElement){avia_is_mobile=!0;document.documentElement.className+=' avia_mobile '} else{document.documentElement.className+=' avia_desktop '};document.documentElement.className+=' js_active ';(function(){var e=['-webkit-','-moz-','-ms-',''],n='',o=!1,a=!1;for(var t in e){if(e[t]+'transform' in document.documentElement.style){o=!0;n=e[t]+'transform'};if(e[t]+'perspective' in document.documentElement.style){a=!0}};if(o){document.documentElement.className+=' avia_transform '};if(a){document.documentElement.className+=' avia_transform3d '};if(typeof document.getElementsByClassName=='function'&&typeof document.documentElement.getBoundingClientRect=='function'&&avia_is_mobile==!1){if(n&&window.innerHeight>0){setTimeout(function(){var e=0,o={},a=0,t=document.getElementsByClassName('av-parallax'),i=window.pageYOffset||document.documentElement.scrollTop;for(e=0;e<t.length;e++){t[e].style.top='0px';o=t[e].getBoundingClientRect();a=Math.ceil((window.innerHeight+i-o.top)*0.3);t[e].style[n]='translate(0px, '+a+'px)';t[e].style.top='auto';t[e].className+=' enabled-parallax '}},50)}}})();</script><style type="text/css">@font-face {font-family: 'entypo-fontello'; font-weight: normal; font-style: normal; font-display: swap; src: url('https://www.physicsforums.com/insights/wp-content/themes/enfold/config-templatebuilder/avia-template-builder/assets/fonts/entypo-fontello.woff2') format('woff2'), url('https://www.physicsforums.com/insights/wp-content/themes/enfold/config-templatebuilder/avia-template-builder/assets/fonts/entypo-fontello.woff') format('woff'), url('https://www.physicsforums.com/insights/wp-content/themes/enfold/config-templatebuilder/avia-template-builder/assets/fonts/entypo-fontello.ttf') format('truetype'), url('https://www.physicsforums.com/insights/wp-content/themes/enfold/config-templatebuilder/avia-template-builder/assets/fonts/entypo-fontello.svg#entypo-fontello') format('svg'), url('https://www.physicsforums.com/insights/wp-content/themes/enfold/config-templatebuilder/avia-template-builder/assets/fonts/entypo-fontello.eot'), url('https://www.physicsforums.com/insights/wp-content/themes/enfold/config-templatebuilder/avia-template-builder/assets/fonts/entypo-fontello.eot?#iefix') format('embedded-opentype'); } #top .avia-font-entypo-fontello, body .avia-font-entypo-fontello, html body [data-av_iconfont='entypo-fontello']:before{ font-family: 'entypo-fontello'; }</style></head><body id="top" class="post-template-default single single-post postid-23277 single-format-standard stretched avia-mobile-no-animations rtl_columns av-curtain-numeric arial-websave arial avia-responsive-images-support" itemscope="itemscope" itemtype="https://schema.org/WebPage" ><div id='wrap_all'><header id='header' class='all_colors header_color light_bg_color av_header_top av_logo_left av_main_nav_header av_menu_right av_custom av_header_sticky av_header_shrinking_disabled av_header_stretch_disabled av_mobile_menu_phone av_header_searchicon av_header_unstick_top_disabled av_bottom_nav_disabled av_header_border_disabled' aria-label="Header" data-av_shrink_factor='50' role="banner" itemscope="itemscope" itemtype="https://schema.org/WPHeader" ><div id='header_main' class='container_wrap container_wrap_logo'><div class='container av-logo-container'><div class='inner-container'><span class='logo avia-standard-logo'><a href='https://www.physicsforums.com/insights/' class='' aria-label='Physics_Forums_Insights_logo' title='Physics_Forums_Insights_logo'><img data-lazyloaded="1" src="data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIzMDAiIGhlaWdodD0iMTAwIiB2aWV3Qm94PSIwIDAgMzAwIDEwMCI+PHJlY3Qgd2lkdGg9IjEwMCUiIGhlaWdodD0iMTAwJSIgZmlsbD0iI2NmZDRkYiIvPjwvc3ZnPg==" data-src="https://www.physicsforums.com/insights/wp-content/uploads/2019/02/Physics_Forums_Insights_logo.png" height="100" width="300" alt='Physics Forums Insights' title='Physics_Forums_Insights_logo' /><noscript><img src="https://www.physicsforums.com/insights/wp-content/uploads/2019/02/Physics_Forums_Insights_logo.png" height="100" width="300" alt='Physics Forums Insights' title='Physics_Forums_Insights_logo' /></noscript></a></span><nav class='main_menu' data-selectname='Select a page' role="navigation" itemscope="itemscope" itemtype="https://schema.org/SiteNavigationElement" ><div class="avia-menu av-main-nav-wrap"><ul role="menu" class="menu av-main-nav" id="avia-menu"><li role="menuitem" id="menu-item-27276" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-top-level menu-item-top-level-1"><a href="https://www.physicsforums.com/insights/trending-physics-articles/" itemprop="url" tabindex="0"><span class="avia-bullet"></span><span class="avia-menu-text">Physics</span><span class="avia-menu-fx"><span class="avia-arrow-wrap"><span class="avia-arrow"></span></span></span></a><ul class="sub-menu"><li role="menuitem" id="menu-item-26559" class="menu-item menu-item-type-taxonomy menu-item-object-category current-post-ancestor current-menu-parent current-post-parent"><a href="https://www.physicsforums.com/insights/science-math-articles/physics-articles/" itemprop="url" tabindex="0"><span class="avia-bullet"></span><span class="avia-menu-text">Physics Articles</span></a></li><li role="menuitem" id="menu-item-26568" class="menu-item menu-item-type-taxonomy menu-item-object-category"><a href="https://www.physicsforums.com/insights/science-math-tutorials/physics-tutorials/" itemprop="url" tabindex="0"><span class="avia-bullet"></span><span class="avia-menu-text">Physics Tutorials</span></a></li><li role="menuitem" id="menu-item-26564" class="menu-item menu-item-type-taxonomy menu-item-object-category"><a href="https://www.physicsforums.com/insights/science-math-guides/physics-guides/" itemprop="url" tabindex="0"><span class="avia-bullet"></span><span class="avia-menu-text">Physics Guides</span></a></li><li role="menuitem" id="menu-item-26561" class="menu-item menu-item-type-taxonomy menu-item-object-category"><a href="https://www.physicsforums.com/insights/science-math-faqs/physics-faqs/" itemprop="url" tabindex="0"><span class="avia-bullet"></span><span class="avia-menu-text">Physics FAQs</span></a></li></ul></li><li role="menuitem" id="menu-item-27288" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-top-level menu-item-top-level-2"><a href="https://www.physicsforums.com/insights/trending-math-articles/" itemprop="url" tabindex="0"><span class="avia-bullet"></span><span class="avia-menu-text">Math</span><span class="avia-menu-fx"><span class="avia-arrow-wrap"><span class="avia-arrow"></span></span></span></a><ul class="sub-menu"><li role="menuitem" id="menu-item-26558" class="menu-item menu-item-type-taxonomy menu-item-object-category"><a href="https://www.physicsforums.com/insights/science-math-articles/math-articles/" itemprop="url" tabindex="0"><span class="avia-bullet"></span><span class="avia-menu-text">Math Articles</span></a></li><li role="menuitem" id="menu-item-26567" class="menu-item menu-item-type-taxonomy menu-item-object-category"><a href="https://www.physicsforums.com/insights/science-math-tutorials/math-tutorials/" itemprop="url" tabindex="0"><span class="avia-bullet"></span><span class="avia-menu-text">Math Tutorials</span></a></li><li role="menuitem" id="menu-item-26563" class="menu-item menu-item-type-taxonomy menu-item-object-category"><a href="https://www.physicsforums.com/insights/science-math-guides/math-guides/" itemprop="url" tabindex="0"><span class="avia-bullet"></span><span class="avia-menu-text">Math Guides</span></a></li><li role="menuitem" id="menu-item-26560" class="menu-item menu-item-type-taxonomy menu-item-object-category"><a href="https://www.physicsforums.com/insights/science-math-faqs/math-faqs/" itemprop="url" tabindex="0"><span class="avia-bullet"></span><span class="avia-menu-text">Math FAQs</span></a></li></ul></li><li role="menuitem" id="menu-item-27287" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-top-level menu-item-top-level-3"><a href="https://www.physicsforums.com/insights/trending-bio-chem-tech-articles/" itemprop="url" tabindex="0"><span class="avia-bullet"></span><span class="avia-menu-text">Bio/Chem/Tech</span><span class="avia-menu-fx"><span class="avia-arrow-wrap"><span class="avia-arrow"></span></span></span></a><ul class="sub-menu"><li role="menuitem" id="menu-item-26556" class="menu-item menu-item-type-taxonomy menu-item-object-category"><a href="https://www.physicsforums.com/insights/science-math-articles/biology-chemistry-articles/" itemprop="url" tabindex="0"><span class="avia-bullet"></span><span class="avia-menu-text">Bio/Chem Articles</span></a></li><li role="menuitem" id="menu-item-26566" class="menu-item menu-item-type-taxonomy menu-item-object-category"><a href="https://www.physicsforums.com/insights/science-math-tutorials/computer-science-tutorials/" itemprop="url" tabindex="0"><span class="avia-bullet"></span><span class="avia-menu-text">Computer Science Tutorials</span></a></li><li role="menuitem" id="menu-item-26565" class="menu-item menu-item-type-taxonomy menu-item-object-category"><a href="https://www.physicsforums.com/insights/science-math-guides/technology-guides/" itemprop="url" tabindex="0"><span class="avia-bullet"></span><span class="avia-menu-text">Technology Guides</span></a></li></ul></li><li role="menuitem" id="menu-item-27286" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-top-level menu-item-top-level-4"><a href="https://www.physicsforums.com/insights/trending-education-articles/" itemprop="url" tabindex="0"><span class="avia-bullet"></span><span class="avia-menu-text">Education</span><span class="avia-menu-fx"><span class="avia-arrow-wrap"><span class="avia-arrow"></span></span></span></a><ul class="sub-menu"><li role="menuitem" id="menu-item-26557" class="menu-item menu-item-type-taxonomy menu-item-object-category"><a href="https://www.physicsforums.com/insights/science-math-articles/education-articles/" itemprop="url" tabindex="0"><span class="avia-bullet"></span><span class="avia-menu-text">Education Articles</span></a></li><li role="menuitem" id="menu-item-26562" class="menu-item menu-item-type-taxonomy menu-item-object-category"><a href="https://www.physicsforums.com/insights/science-math-guides/education-guides/" itemprop="url" tabindex="0"><span class="avia-bullet"></span><span class="avia-menu-text">Education Guides</span></a></li></ul></li><li role="menuitem" id="menu-item-26569" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-top-level menu-item-top-level-5"><a href="https://www.physicsforums.com/insights/scientist-interviews/" itemprop="url" tabindex="0"><span class="avia-bullet"></span><span class="avia-menu-text">Interviews</span><span class="avia-menu-fx"><span class="avia-arrow-wrap"><span class="avia-arrow"></span></span></span></a></li><li role="menuitem" id="menu-item-26570" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-top-level menu-item-top-level-6"><a href="https://www.physicsforums.com/insights/science-math-quizzes/" itemprop="url" tabindex="0"><span class="avia-bullet"></span><span class="avia-menu-text">Quizzes</span><span class="avia-menu-fx"><span class="avia-arrow-wrap"><span class="avia-arrow"></span></span></span></a></li><li role="menuitem" id="menu-item-26571" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-top-level menu-item-top-level-7"><a href="https://www.physicsforums.com/" itemprop="url" tabindex="0"><span class="avia-bullet"></span><span class="avia-menu-text">Forums</span><span class="avia-menu-fx"><span class="avia-arrow-wrap"><span class="avia-arrow"></span></span></span></a></li><li id="menu-item-search" class="noMobile menu-item menu-item-search-dropdown menu-item-avia-special" role="menuitem"><a aria-label="Search" href="?s=" rel="nofollow" data-avia-search-tooltip=" <search> <form role="search" action="https://www.physicsforums.com/insights/" id="searchform" method="get" class=""> <div> <input type="submit" value="" id="searchsubmit" class="button avia-font-entypo-fontello" title="Enter at least 3 characters to show search results in a dropdown or click to route to search result page to show all results" /> <input type="search" id="s" name="s" value="" aria-label='Search' placeholder='Search' required /> </div> </form> </search> " aria-hidden='false' data-av_icon='' data-av_iconfont='entypo-fontello'><span class="avia_hidden_link_text">Search</span></a></li><li class="av-burger-menu-main menu-item-avia-special " role="menuitem"> <a href="#" aria-label="Menu" aria-hidden="false"> <span class="av-hamburger av-hamburger--spin av-js-hamburger"> <span class="av-hamburger-box"> <span class="av-hamburger-inner"></span> <strong>Menu</strong> </span> </span> <span class="avia_hidden_link_text">Menu</span> </a></li></ul></div></nav></div></div></div><div class="header_bg"></div></header><div id='main' class='all_colors' data-scroll-offset='70'><div class='container_wrap container_wrap_first main_color sidebar_right'><div class='container template-blog template-single-blog '><main class='content units av-content-small alpha av-blog-meta-html-info-disabled av-main-single' role="main" itemscope="itemscope" itemtype="https://schema.org/Blog" ><article class="post-entry post-entry-type-standard post-entry-23277 post-loop-1 post-parity-odd post-entry-last single-big with-slider post-23277 post type-post status-publish format-standard has-post-thumbnail hentry category-physics-articles tag-experiments tag-laboratory" itemscope="itemscope" itemtype="https://schema.org/BlogPosting" itemprop="blogPost" ><div class="big-preview single-big" itemprop="image" itemscope="itemscope" itemtype="https://schema.org/ImageObject" ><a href="https://www.physicsforums.com/insights/wp-content/uploads/2019/01/hookes_law_experiment.png" title="hookes_law_experiment" ><img data-lazyloaded="1" src="data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIyNDAiIGhlaWdodD0iMTM1IiB2aWV3Qm94PSIwIDAgMjQwIDEzNSI+PHJlY3Qgd2lkdGg9IjEwMCUiIGhlaWdodD0iMTAwJSIgZmlsbD0iI2NmZDRkYiIvPjwvc3ZnPg==" loading="lazy" width="240" height="135" data-src="https://www.physicsforums.com/insights/wp-content/uploads/2019/01/hookes_law_experiment.png" class="wp-image-23286 avia-img-lazy-loading-23286 attachment-entry_with_sidebar size-entry_with_sidebar wp-post-image" alt="Hooke's Law Experiement" decoding="async" /><noscript><img loading="lazy" width="240" height="135" src="https://www.physicsforums.com/insights/wp-content/uploads/2019/01/hookes_law_experiment.png" class="wp-image-23286 avia-img-lazy-loading-23286 attachment-entry_with_sidebar size-entry_with_sidebar wp-post-image" alt="Hooke's Law Experiement" decoding="async" /></noscript></a></div><div class="blog-meta"></div><div class='entry-content-wrapper clearfix standard-content'><header class="entry-content-header" aria-label="Post: An Example of An Accurate Hooke’s Law Laboratory"><h1 class='post-title entry-title ' itemprop="headline" >An Example of An Accurate Hooke’s Law Laboratory<span class="post-format-icon minor-meta"></span></h1><span class="post-meta-infos"><time class="date-container minor-meta updated" itemprop="datePublished" datetime="2019-01-10T22:04:19-06:00" >January 10, 2019</time><span class="text-sep">/</span><span class="comment-container minor-meta"><a href="https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/#comments" class="comments-link" >16 Comments</a></span><span class="text-sep">/</span><span class="blog-categories minor-meta">in <a href="https://www.physicsforums.com/insights/science-math-articles/physics-articles/" rel="tag">Physics Articles</a></span><span class="text-sep">/</span><span class="blog-author minor-meta">by <span class="entry-author-link" itemprop="author" ><span class="author"><span class="fn"><a href="https://www.physicsforums.com/insights/author/dr-courtney/" title="Posts by Dr. Courtney" rel="author">Dr. Courtney</a></span></span></span></span></span></header><div class="entry-content" itemprop="text" ><div><strong>Estimated Read Time:</strong> 7 minute(s)</div><div><strong>Common Topics:</strong> spring, position, force, lab, data</div><div><div id="ez-toc-container" class="ez-toc-v2_0_72 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction"><p class="ez-toc-title" style="cursor:inherit">Table of Contents</p> <label for="ez-toc-cssicon-toggle-item-67b538b1708d2" class="ez-toc-cssicon-toggle-label"><span class="ez-toc-cssicon"><span class="eztoc-hide" style="display:none;">Toggle</span><span class="ez-toc-icon-toggle-span"><svg style="fill: #4c4c4c;color:#4c4c4c" xmlns="http://www.w3.org/2000/svg" class="list-377408" width="20px" height="20px" viewBox="0 0 24 24" fill="none"><path d="M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z" fill="currentColor"></path></svg><svg style="fill: #4c4c4c;color:#4c4c4c" class="arrow-unsorted-368013" xmlns="http://www.w3.org/2000/svg" width="10px" height="10px" viewBox="0 0 24 24" version="1.2" baseProfile="tiny"><path d="M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z"/></svg></span></span></label><input type="checkbox" id="ez-toc-cssicon-toggle-item-67b538b1708d2" aria-label="Toggle" /><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class="ez-toc-link ez-toc-heading-1" href="#Learning-Objectives" title="Learning Objectives">Learning Objectives</a></li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class="ez-toc-link ez-toc-heading-2" href="#Introduction" title="Introduction">Introduction</a></li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class="ez-toc-link ez-toc-heading-3" href="#Method" title="Method">Method</a></li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class="ez-toc-link ez-toc-heading-4" href="#Results-50-points-total" title="Results (50 points total)">Results (50 points total)</a></li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class="ez-toc-link ez-toc-heading-5" href="#Discussion-50-Points" title="Discussion (50 Points)">Discussion (50 Points)</a></li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class="ez-toc-link ez-toc-heading-6" href="#More-Related-Articles" title="More Related Articles">More Related Articles</a></li></ul></nav></div><h3><span class="ez-toc-section" id="Learning-Objectives"></span><b>Learning Objectives</b><span class="ez-toc-section-end"></span></h3><ul><li>Gain confidence and experimental care in making accurate measurements.</li><li>Understand the relationship between force and spring stretch.</li><li>Use a neat and orderly lab notebook in which data are recorded.</li><li>Execute a specific experimental procedure to test a specific hypothesis.</li><li>Analyze the acquired data with a spreadsheet and graphing program to test the hypothesis.</li><li>Explain in one’s own words whether the experimental data supported the hypothesis.</li></ul><h3><span class="ez-toc-section" id="Introduction"></span><b>Introduction</b><span class="ez-toc-section-end"></span></h3><p><b><br /> </b> Robert Hooke was a 17th-century scientist who made notable discoveries in a wide range of fields from astronomy to biology (discovery of the cell). His discovery of the linear relationship between the extension of a spring and the applied force has broad application in engineering and physics because it has been shown to apply in a wide array of circumstances for sufficiently small displacements. Most of Hooke’s discoveries resulted from careful observations and measurements.<br /> <i>Hypothesis:</i> <i>Spring stretch and applied force are linearly related.</i><i> </i> This hypothesis can be tested by hanging known masses (which create known downward forces) to a spring and measuring the resulting displacements. The slope of the line from plotting Force (in N) vs. position (in m) is a characteristic of the spring known as the spring constant (in units of N/m).</p><p>Note, that Hooke’s law is most commonly expressed as a direct proportionality between force and spring stretch. However, many simple coil springs are wound such that the coils physically prevent the spring from contracting to the true unstretched position that would correspond to zero displacements for zero applied force. Consequently, it takes some finite applied force to overcome the resulting internal tension and produce a measurable displacement. To accommodate these springs, it is convenient to frame the hypothesis as a linear relationship rather than a direct proportion. This also allows students to simply record the position for each hanging weight rather than computing the displacement from the position corresponding to zero hanging weight.</p><h3><span class="ez-toc-section" id="Method"></span><b>Method</b><span class="ez-toc-section-end"></span></h3><p><b><br /> </b><i><strong>Materials</strong><br /> </i><b>*</b> A spring that has a significant and easily measurable stretch with the available masses. Here, a composite spring is constructed from 3 #84 springs arranged in series. These springs were purchased at an Ace hardware store.<br /> * Electronic balance (if masses are unknown).<br /> * A range of test masses (6-8) that can be hung to stretch the spring. Masses should have a range of values so that the heaviest mass is 3-4 times the lightest mass, and the range has (approximately) equal steps over the interval.</p><p>* A rigid hook, bar, rod, or other support from which spring may be suspended as masses are hung.<br /> * A ruler, meter stick, or another length scale that may be hung vertically and rigidly behind the stretched spring for accurately measuring the position of the lower end of the stretched spring. Easy to read 1 mm tic marks are preferable.<br /> * A lab notebook for recording data.<br /> * A computer, plotting program, and spreadsheet for analyzing data.<b><br /> <img data-lazyloaded="1" src="data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxMDgiIGhlaWdodD0iNDgwIiB2aWV3Qm94PSIwIDAgMTA4IDQ4MCI+PHJlY3Qgd2lkdGg9IjEwMCUiIGhlaWdodD0iMTAwJSIgZmlsbD0iI2NmZDRkYiIvPjwvc3ZnPg==" decoding="async" class="alignleft wp-image-23278 size-full" data-src="https://www.physicsforums.com/insights/wp-content/uploads/2019/01/Mass-on-Spring-Zoomed-Out.jpg" alt="spring with hanging mass" width="108" height="480" /><noscript><img decoding="async" class="alignleft wp-image-23278 size-full" src="https://www.physicsforums.com/insights/wp-content/uploads/2019/01/Mass-on-Spring-Zoomed-Out.jpg" alt="spring with hanging mass" width="108" height="480" /></noscript><br /> </b><strong><i>Procedure for Experiment<br /> </i></strong> Prepare a page in your lab notebook with two columns. The first column is the hanging mass (in grams). The second column is the position of the lowest edge of the spring (in mm). The number of rows should correspond with the number of hanging masses (between six and eight). Set up your spring as shown in the figure to the left. The spring should be hung from rigid support that does not move as masses are applied. There needs to be a length scale behind the stretched spring to determine the spring position for each of a range of applied masses. If masses are not known, they need to be determined and recorded using the electronic balance.<br /> Beginning with the lightest mass, hang each mass in turn from the spring. As each mass is hung, dampen the motion as best you can with your hand until the motion stops or becomes small enough that an accurate position measurement can be made. Record the position of the lowest portion of the spring in a table on the line corresponding to the mass. It is important to use the same part of the spring for this position measurement. The figure below shows the measurement for the spring position in our lab for the 150 g mass. Note some effort was taken to align the camera looking horizontally at the bottom spring coil for an accurate measurement.</p><p><img data-lazyloaded="1" src="data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIzOTkiIGhlaWdodD0iNDE3IiB2aWV3Qm94PSIwIDAgMzk5IDQxNyI+PHJlY3Qgd2lkdGg9IjEwMCUiIGhlaWdodD0iMTAwJSIgZmlsbD0iI2NmZDRkYiIvPjwvc3ZnPg==" decoding="async" class="alignright wp-image-23279 size-full" data-src="https://www.physicsforums.com/insights/wp-content/uploads/2019/01/Mass-on-Spring-Zoomed-in-150-g.png" alt="spring Analysis" width="399" height="417" /><noscript><img decoding="async" class="alignright wp-image-23279 size-full" src="https://www.physicsforums.com/insights/wp-content/uploads/2019/01/Mass-on-Spring-Zoomed-in-150-g.png" alt="spring Analysis" width="399" height="417" /></noscript></p><p>Likewise, it is essential to position your eye looking as near as possible to exactly horizontal when making the position measurement. Looking slightly upward or downward when lining up the position of the spring coil with the position scale will introduce parallax error. Repeat this measurement for each of your test masses until the table in your lab notebook is complete.</p><p><strong><i>Procedure for Analysis</i></strong></p><p>Make four columns in a spreadsheet with headings of Mass (g), Position (mm), Position (m), and Force (N). The first two columns contain the numbers for your original measurements, the same as they are recorded in your lab notebook. The third column contains the position converted to meters with an appropriate spreadsheet formula, something like = B3/1000 (assuming the position in mm was in cell B3). The fourth column computes the applied force for each given mass, with a spreadsheet formula something like = A3*9.81/1000 (assuming the mass in g was in spreadsheet cell A3).</p><p>Now, copy the third and fourth columns for Position (m) vs. Force (N) (data only, no headers) into Graph.exe (downloadable for free from <a href="https://www.padowan.dk/download/" target="_blank">https://www.padowan.dk/download/</a> ) or other suitable graphing program and make a scatter plot of the data. Adjust the level of zoom as needed and take care to properly label the horizontal (x) axis as Position (m) and the vertical (y) axis as Force (N). You may also make other aesthetic adjustments to improve the appearance of the graph. Now, use the trendline menu option to insert a linear trendline. Do not check the box setting the y-intercept to zero. Make aesthetic adjustments to improve the appearance of the graph. Save your work as a graph file. Now, you may also save the graph as an image so that it can be imported into your lab report later. The slope of the trendline provides an accurate estimate of the spring constant, k, of your spring. It has units of N/m (newtons per meter) and is a characteristic of the spring.</p><p><em>Figure: Force vs. position for our Hooke’s law experiment, along with the best-fit line.</em><br /> <img data-lazyloaded="1" src="data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSI2NDAiIGhlaWdodD0iNDI3IiB2aWV3Qm94PSIwIDAgNjQwIDQyNyI+PHJlY3Qgd2lkdGg9IjEwMCUiIGhlaWdodD0iMTAwJSIgZmlsbD0iI2NmZDRkYiIvPjwvc3ZnPg==" decoding="async" class="alignnone wp-image-23280 size-full" data-src="https://www.physicsforums.com/insights/wp-content/uploads/2019/01/Hookes-Law-Graph.jpg" alt="Force vs. position for our Hooke's law experiment, along with best fit line" width="640" height="427" data-srcset="https://www.physicsforums.com/insights/wp-content/uploads/2019/01/Hookes-Law-Graph.jpg 640w, https://www.physicsforums.com/insights/wp-content/uploads/2019/01/Hookes-Law-Graph-768x512.jpg 768w, https://www.physicsforums.com/insights/wp-content/uploads/2019/01/Hookes-Law-Graph-705x470.jpg 705w, https://www.physicsforums.com/insights/wp-content/uploads/2019/01/Hookes-Law-Graph-450x300.jpg 450w" data-sizes="(max-width: 640px) 100vw, 640px" /><noscript><img decoding="async" class="alignnone wp-image-23280 size-full" src="https://www.physicsforums.com/insights/wp-content/uploads/2019/01/Hookes-Law-Graph.jpg" alt="Force vs. position for our Hooke's law experiment, along with best fit line" width="640" height="427" srcset="https://www.physicsforums.com/insights/wp-content/uploads/2019/01/Hookes-Law-Graph.jpg 640w, https://www.physicsforums.com/insights/wp-content/uploads/2019/01/Hookes-Law-Graph-768x512.jpg 768w, https://www.physicsforums.com/insights/wp-content/uploads/2019/01/Hookes-Law-Graph-705x470.jpg 705w, https://www.physicsforums.com/insights/wp-content/uploads/2019/01/Hookes-Law-Graph-450x300.jpg 450w" sizes="(max-width: 640px) 100vw, 640px" /></noscript><br /> <strong>NOTE TO TEACHERS:</strong> The instructions above are a compromise to obtain the spring constant directly as the slope of the best-fit line. Some teachers prefer to teach their labs always plotting the dependent variable on the vertical axis. If you prefer students to plot position vs. Force (position on the vertical axis), the slope of the best-fit line will yield the reciprocal of the spring constant (in m/N), and an additional calculation will be needed to compute the spring constant. This approach is also more rigorous statistically since the least-squares method works better with smaller uncertainties in the x variable. (In this experiment, the applied forces probably have smaller errors than the measured positions.)<br /> Now, the fancy stuff. Enter the LINEST spreadsheet call to repeat the least-squares fit in the spreadsheet. Something like =LINEST(D3:D9, C3:C9,1,1) in a cell in column C with plenty of room below and in the D column next to it. Hit CTRL-SHIFT-ENTER rather than just ENTER. This will make the full array of output visible rather than just one element. Several elements that are output will have important interpretations that are noted in the table.<br /> Label resulting cells appropriately as slope, uncertainty, and R^2 (R squared) as shown in the table. Then compute the relative uncertainty in the spring constant (slope) as the ratio of the uncertainty to the slope and label it appropriately. <i> </i></p><p><strong><i>The Rationale for Extended Analysis</i></strong><br /> The goal of low-cost quality experiments tends to put more of the burden on the analysis side than on the experiment side because most people have already invested in computers and the analysis software can be obtained for free. Further, extended and careful analysis is excellent training in scientific thinking, builds skills that will be useful in college and reinforces skills that will increase scores on standardized tests like the ACT. Don’t give the analysis efforts short shrift. These tools and techniques will be used often and careful attention to these details is essential preparation for later laboratories.</p><h3><span class="ez-toc-section" id="Results-50-points-total"></span><b>Results </b>(50 points total)<span class="ez-toc-section-end"></span></h3><p>Your results should be a well-ordered and labeled table (15 points), as well as a figure (15 points) with the trendline and data produced in a graphing program. The above figure and table are illustrative examples, but yours must be created with your original data. Pay attention to formatting and communication. The Table needs to be properly captioned and should also have a paragraph of text (10 points) describing its contents, but saving discussion relative to the hypothesis for the discussion section. Pay careful attention to include all the specific accuracy estimates in your table that are shown below. These are important in the discussion of whether the hypothesis is supported, and the uncertainty in the spring constant may also be important in later lab testing predictions for the period of simple harmonic oscillators. The Figure also needs to be properly captioned and should be described in a paragraph of text (10 points).</p><p><i>Table 1: Data and analysis for Force vs. Position for our Hooke’s Law experiment.</i></p><h3><b><img data-lazyloaded="1" src="data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSI0MzgiIGhlaWdodD0iNDgwIiB2aWV3Qm94PSIwIDAgNDM4IDQ4MCI+PHJlY3Qgd2lkdGg9IjEwMCUiIGhlaWdodD0iMTAwJSIgZmlsbD0iI2NmZDRkYiIvPjwvc3ZnPg==" decoding="async" class="alignnone wp-image-23282 size-full" data-src="https://www.physicsforums.com/insights/wp-content/uploads/2019/01/Table-1-Hooke-Law.png" alt="Data and analysis for Force vs. Position for our Hooke's Law experiment" width="438" height="480" data-srcset="https://www.physicsforums.com/insights/wp-content/uploads/2019/01/Table-1-Hooke-Law.png 438w, https://www.physicsforums.com/insights/wp-content/uploads/2019/01/Table-1-Hooke-Law-450x493.png 450w" data-sizes="(max-width: 438px) 100vw, 438px" /><noscript><img decoding="async" class="alignnone wp-image-23282 size-full" src="https://www.physicsforums.com/insights/wp-content/uploads/2019/01/Table-1-Hooke-Law.png" alt="Data and analysis for Force vs. Position for our Hooke's Law experiment" width="438" height="480" srcset="https://www.physicsforums.com/insights/wp-content/uploads/2019/01/Table-1-Hooke-Law.png 438w, https://www.physicsforums.com/insights/wp-content/uploads/2019/01/Table-1-Hooke-Law-450x493.png 450w" sizes="(max-width: 438px) 100vw, 438px" /></noscript></b></h3><h3><span class="ez-toc-section" id="Discussion-50-Points"></span><b><br /> Discussion </b>(50 Points)<span class="ez-toc-section-end"></span></h3><p><b><br /> </b>Your written discussion should be from 1 to 3 paragraphs discussing the following questions in complete sentences:<br /> * Was your hypothesis supported? Why or why not? (20 points)<br /> * What was the relative uncertainty of your spring constant? (10 points)<br /> * Other than the accuracy of the electronic balance, what else may have caused variations in your measurements? (10 points)<br /> * Can you say your hypothesis was proven (or disproven)? Or is it better to say supported (or unsupported)? (10 points)</p><p>Note on lesson plans:<br /> Teachers should consider a multi-day approach to this lab. Day 1: Discuss the theoretical background and read the lab instructions. Day 2: Experiment. Day 3 (possible homework): Analyze the data. Day 4 (best as homework): Write lab report. A good lab science course uses 30-40% of class time on lab activities and completes at least 15 different lab experiments in a school year.</p></div><div class="saboxplugin-wrap" itemtype="http://schema.org/Person" itemscope itemprop="author"><div class="saboxplugin-tab"><div class="saboxplugin-gravatar"></div><div class="saboxplugin-authorname"><a href="https://www.physicsforums.com/insights/author/dr-courtney/" class="vcard author" rel="author"><span class="fn">Dr. Courtney</span></a></div><div class="saboxplugin-desc"><div itemprop="description"><p>I grew up working in bars and restaurants in New Orleans and viewed education as a path to escape menial and dangerous work environments, majoring in Physics at LSU. After being a finalist for the Rhodes Scholarship I was offered graduate research fellowships from both Princeton and MIT, completing a PhD in Physics from MIT in 1995. I have published papers in theoretical astrophysics, experimental atomic physics, chaos theory, quantum theory, acoustics, ballistics, traumatic brain injury, epistemology, and education.</p><p>My philosophy of education emphasizes the tremendous potential for accomplishment in each individual and that achieving that potential requires efforts in a broad range of disciplines including music, art, poetry, history, literature, science, math, and athletics. As a younger man, I enjoyed playing basketball and Ultimate. Now I play tennis and mountain bike 2000 miles a year.</p></div></div><div class="clearfix"></div></div></div><style>.lwrp.link-whisper-related-posts{ margin-top: 25px; margin-bottom: 25px; } .lwrp .lwrp-title{ }.lwrp .lwrp-description{ } .lwrp .lwrp-list-container{ } .lwrp .lwrp-list-multi-container{ display: flex; } .lwrp .lwrp-list-double{ width: 48%; } .lwrp .lwrp-list-triple{ width: 32%; } .lwrp .lwrp-list-row-container{ display: flex; justify-content: space-between; } .lwrp .lwrp-list-row-container .lwrp-list-item{ width: calc(33% - 20px); } .lwrp .lwrp-list-item:not(.lwrp-no-posts-message-item){ margin-bottom: 25px; } .lwrp .lwrp-list-item img{ max-width: 100%; height: auto; object-fit: cover; aspect-ratio: 1 / 1; } .lwrp .lwrp-list-item.lwrp-empty-list-item{ background: initial !important; } .lwrp .lwrp-list-item .lwrp-list-link .lwrp-list-link-title-text, .lwrp .lwrp-list-item .lwrp-list-no-posts-message{ }@media screen and (max-width: 480px) { .lwrp.link-whisper-related-posts{ } .lwrp .lwrp-title{ }.lwrp .lwrp-description{ } .lwrp .lwrp-list-multi-container{ flex-direction: column; } .lwrp .lwrp-list-multi-container ul.lwrp-list{ margin-top: 0px; margin-bottom: 0px; padding-top: 0px; padding-bottom: 0px; } .lwrp .lwrp-list-double, .lwrp .lwrp-list-triple{ width: 100%; } .lwrp .lwrp-list-row-container{ justify-content: initial; flex-direction: column; } .lwrp .lwrp-list-row-container .lwrp-list-item{ width: 100%; } .lwrp .lwrp-list-item:not(.lwrp-no-posts-message-item){ } .lwrp .lwrp-list-item .lwrp-list-link .lwrp-list-link-title-text, .lwrp .lwrp-list-item .lwrp-list-no-posts-message{ }; }</style><div id="link-whisper-related-posts-widget" class="link-whisper-related-posts lwrp"><h3 class="lwrp-title">More Related Articles</h3><div class="lwrp-list-container"><div class="lwrp-list-multi-container"><ul class="lwrp-list lwrp-list-double lwrp-list-left"><li class="lwrp-list-item"><a href="https://www.physicsforums.com/insights/revamping-undergraduate-introductory-physics-laboratory/" class="lwrp-list-link"><span class="lwrp-list-link-title-text">Revamping Undergraduate Introductory Physics Laboratory</span></a></li></ul><ul class="lwrp-list lwrp-list-double lwrp-list-right"><li class="lwrp-list-item"><a href="https://www.physicsforums.com/insights/an-accurate-simple-harmonic-oscillator-laboratory/" class="lwrp-list-link"><span class="lwrp-list-link-title-text">An Accurate Simple Harmonic Oscillator Laboratory</span></a></li></ul></div></div></div></div><footer class="entry-footer"><span class="blog-tags minor-meta"><strong>Tags:</strong><span> <a href="https://www.physicsforums.com/insights/tag/experiments/" rel="tag">experiments</a>, <a href="https://www.physicsforums.com/insights/tag/laboratory/" rel="tag">laboratory</a></span></span><div class='av-social-sharing-box av-social-sharing-box-default av-social-sharing-box-fullwidth'><div class="av-share-box"><h5 class='av-share-link-description av-no-toc '>Share this entry</h5><ul class="av-share-box-list noLightbox"><li class='av-share-link av-social-link-facebook' ><a target="_blank" aria-label="Share on Facebook" href='https://www.facebook.com/sharer.php?u=https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/&t=An%20Example%20of%20An%20Accurate%20Hooke%E2%80%99s%20Law%20Laboratory' aria-hidden='false' data-av_icon='' data-av_iconfont='entypo-fontello' title='' data-avia-related-tooltip='Share on Facebook' rel="noopener"><span class='avia_hidden_link_text'>Share on Facebook</span></a></li><li class='av-share-link av-social-link-twitter' ><a target="_blank" aria-label="Share on X" href='https://twitter.com/share?text=An%20Example%20of%20An%20Accurate%20Hooke%E2%80%99s%20Law%20Laboratory&url=https://www.physicsforums.com/insights/?p=23277' aria-hidden='false' data-av_icon='' data-av_iconfont='entypo-fontello' title='' data-avia-related-tooltip='Share on X' rel="noopener"><span class='avia_hidden_link_text'>Share on X</span></a></li><li class='av-share-link av-social-link-whatsapp' ><a target="_blank" aria-label="Share on WhatsApp" href='https://api.whatsapp.com/send?text=https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/' aria-hidden='false' data-av_icon='' data-av_iconfont='entypo-fontello' title='' data-avia-related-tooltip='Share on WhatsApp' rel="noopener"><span class='avia_hidden_link_text'>Share on WhatsApp</span></a></li><li class='av-share-link av-social-link-linkedin' ><a target="_blank" aria-label="Share on LinkedIn" href='https://linkedin.com/shareArticle?mini=true&title=An%20Example%20of%20An%20Accurate%20Hooke%E2%80%99s%20Law%20Laboratory&url=https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/' aria-hidden='false' data-av_icon='' data-av_iconfont='entypo-fontello' title='' data-avia-related-tooltip='Share on LinkedIn' rel="noopener"><span class='avia_hidden_link_text'>Share on LinkedIn</span></a></li><li class='av-share-link av-social-link-reddit' ><a target="_blank" aria-label="Share on Reddit" href='https://reddit.com/submit?url=https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/&title=An%20Example%20of%20An%20Accurate%20Hooke%E2%80%99s%20Law%20Laboratory' aria-hidden='false' data-av_icon='' data-av_iconfont='entypo-fontello' title='' data-avia-related-tooltip='Share on Reddit' rel="noopener"><span class='avia_hidden_link_text'>Share on Reddit</span></a></li><li class='av-share-link av-social-link-mail' ><a aria-label="Share by Mail" href='mailto:?subject=An%20Example%20of%20An%20Accurate%20Hooke%E2%80%99s%20Law%20Laboratory&body=https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/' aria-hidden='false' data-av_icon='' data-av_iconfont='entypo-fontello' title='' data-avia-related-tooltip='Share by Mail'><span class='avia_hidden_link_text'>Share by Mail</span></a></li></ul></div></div></footer><div class='post_delimiter'></div></div><div class="post_author_timeline"></div><span class='hidden'> <span class='av-structured-data' itemprop="image" itemscope="itemscope" itemtype="https://schema.org/ImageObject" > <span itemprop='url'>https://www.physicsforums.com/insights/wp-content/uploads/2019/01/hookes_law_experiment.png</span> <span itemprop='height'>135</span> <span itemprop='width'>240</span> </span> <span class='av-structured-data' itemprop="publisher" itemtype="https://schema.org/Organization" itemscope="itemscope" > <span itemprop='name'>Dr. Courtney</span> <span itemprop='logo' itemscope itemtype='https://schema.org/ImageObject'> <span itemprop='url'>https://www.physicsforums.com/insights/wp-content/uploads/2019/02/Physics_Forums_Insights_logo.png</span> </span> </span><span class='av-structured-data' itemprop="author" itemscope="itemscope" itemtype="https://schema.org/Person" ><span itemprop='name'>Dr. Courtney</span></span><span class='av-structured-data' itemprop="datePublished" datetime="2019-01-10T22:04:19-06:00" >2019-01-10 22:04:19</span><span class='av-structured-data' itemprop="dateModified" itemtype="https://schema.org/dateModified" >2024-08-17 16:55:22</span><span class='av-structured-data' itemprop="mainEntityOfPage" itemtype="https://schema.org/mainEntityOfPage" ><span itemprop='name'>An Example of An Accurate Hooke’s Law Laboratory</span></span></span></article><div class='single-big'></div><div class='related_posts clearfix av-related-style-full'><h5 class="related_title">You might also like</h5><div class="related_entries_container"><div class='av_one_half no_margin alpha relThumb relThumb1 relThumbOdd post-format-standard related_column'><a href='https://www.physicsforums.com/insights/an-accurate-simple-harmonic-oscillator-laboratory/' class='relThumWrap noLightbox' title='An Accurate Simple Harmonic Oscillator Laboratory'><span class='related_image_wrap' ><img data-lazyloaded="1" src="data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxODAiIGhlaWdodD0iMTM1IiB2aWV3Qm94PSIwIDAgMTgwIDEzNSI+PHJlY3Qgd2lkdGg9IjEwMCUiIGhlaWdodD0iMTAwJSIgZmlsbD0iI2NmZDRkYiIvPjwvc3ZnPg==" loading="lazy" width="180" height="135" data-src="https://www.physicsforums.com/insights/wp-content/uploads/2019/02/Simple_Harmonic_Oscillator_Laboratory-180x135.png" class="wp-image-23526 avia-img-lazy-loading-23526 attachment-square size-square wp-post-image" alt="Simple Harmonic Oscillator Laboratory" title="Simple_Harmonic_Oscillator_Laboratory" decoding="async" /><noscript><img loading="lazy" width="180" height="135" src="https://www.physicsforums.com/insights/wp-content/uploads/2019/02/Simple_Harmonic_Oscillator_Laboratory-180x135.png" class="wp-image-23526 avia-img-lazy-loading-23526 attachment-square size-square wp-post-image" alt="Simple Harmonic Oscillator Laboratory" title="Simple_Harmonic_Oscillator_Laboratory" decoding="async" /></noscript><span class='related-format-icon '><span class='related-format-icon-inner' aria-hidden='true' data-av_icon='' data-av_iconfont='entypo-fontello'></span></span></span><strong class="av-related-title">An Accurate Simple Harmonic Oscillator Laboratory</strong></a></div><div class='av_one_half no_margin relThumb relThumb2 relThumbEven post-format-standard related_column'><a href='https://www.physicsforums.com/insights/accurate-fluid-dynamics-by-video-analysis/' class='relThumWrap noLightbox' title='Accurate Fluid Dynamics By Video Analysis'><span class='related_image_wrap' ><img data-lazyloaded="1" src="data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxODAiIGhlaWdodD0iMTM1IiB2aWV3Qm94PSIwIDAgMTgwIDEzNSI+PHJlY3Qgd2lkdGg9IjEwMCUiIGhlaWdodD0iMTAwJSIgZmlsbD0iI2NmZDRkYiIvPjwvc3ZnPg==" loading="lazy" width="180" height="135" data-src="https://www.physicsforums.com/insights/wp-content/uploads/2019/12/fluid_dyanamics_experiment-180x135.png" class="wp-image-28045 avia-img-lazy-loading-28045 attachment-square size-square wp-post-image" alt="fluid dynamics experiment" title="fluid_dyanamics_experiment" decoding="async" /><noscript><img loading="lazy" width="180" height="135" src="https://www.physicsforums.com/insights/wp-content/uploads/2019/12/fluid_dyanamics_experiment-180x135.png" class="wp-image-28045 avia-img-lazy-loading-28045 attachment-square size-square wp-post-image" alt="fluid dynamics experiment" title="fluid_dyanamics_experiment" decoding="async" /></noscript><span class='related-format-icon '><span class='related-format-icon-inner' aria-hidden='true' data-av_icon='' data-av_iconfont='entypo-fontello'></span></span></span><strong class="av-related-title">Accurate Fluid Dynamics By Video Analysis</strong></a></div><div class='av_one_half no_margin relThumb relThumb3 relThumbOdd post-format-standard related_column'><a href='https://www.physicsforums.com/insights/historys-first-science-experiments/' class='relThumWrap noLightbox' title='Learn About History’s First Science Experiments'><span class='related_image_wrap' ><img data-lazyloaded="1" src="data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxODAiIGhlaWdodD0iMTM1IiB2aWV3Qm94PSIwIDAgMTgwIDEzNSI+PHJlY3Qgd2lkdGg9IjEwMCUiIGhlaWdodD0iMTAwJSIgZmlsbD0iI2NmZDRkYiIvPjwvc3ZnPg==" loading="lazy" width="180" height="135" data-src="https://www.physicsforums.com/insights/wp-content/uploads/2017/02/experimenthistory-180x135.png" class="wp-image-12395 avia-img-lazy-loading-12395 attachment-square size-square wp-post-image" alt="experimenthistory" title="experimenthistory" decoding="async" /><noscript><img loading="lazy" width="180" height="135" src="https://www.physicsforums.com/insights/wp-content/uploads/2017/02/experimenthistory-180x135.png" class="wp-image-12395 avia-img-lazy-loading-12395 attachment-square size-square wp-post-image" alt="experimenthistory" title="experimenthistory" decoding="async" /></noscript><span class='related-format-icon '><span class='related-format-icon-inner' aria-hidden='true' data-av_icon='' data-av_iconfont='entypo-fontello'></span></span></span><strong class="av-related-title">Learn About History’s First Science Experiments</strong></a></div><div class='av_one_half no_margin omega relThumb relThumb4 relThumbEven post-format-standard related_column'><a href='https://www.physicsforums.com/insights/secrets-successful-science-projects/' class='relThumWrap noLightbox' title='Learn the Secrets of Successful Science Projects'><span class='related_image_wrap' ><img data-lazyloaded="1" src="data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxODAiIGhlaWdodD0iMTM1IiB2aWV3Qm94PSIwIDAgMTgwIDEzNSI+PHJlY3Qgd2lkdGg9IjEwMCUiIGhlaWdodD0iMTAwJSIgZmlsbD0iI2NmZDRkYiIvPjwvc3ZnPg==" loading="lazy" width="180" height="135" data-src="https://www.physicsforums.com/insights/wp-content/uploads/2016/03/scienceprojects2-180x135.png" class="wp-image-9072 avia-img-lazy-loading-9072 attachment-square size-square wp-post-image" alt="scienceprojects" title="scienceprojects2" decoding="async" /><noscript><img loading="lazy" width="180" height="135" src="https://www.physicsforums.com/insights/wp-content/uploads/2016/03/scienceprojects2-180x135.png" class="wp-image-9072 avia-img-lazy-loading-9072 attachment-square size-square wp-post-image" alt="scienceprojects" title="scienceprojects2" decoding="async" /></noscript><span class='related-format-icon '><span class='related-format-icon-inner' aria-hidden='true' data-av_icon='' data-av_iconfont='entypo-fontello'></span></span></span><strong class="av-related-title">Learn the Secrets of Successful Science Projects</strong></a></div></div></div><div class='comment-entry post-entry'><div class='comment_meta_container'><div class='side-container-comment'><div class='side-container-comment-inner'> <span class='comment-count'>16</span> <span class='comment-text'>replies</span> <span class='center-border center-border-left'></span> <span class='center-border center-border-right'></span></div></div></div><div class='comment_container'><ol class="commentlist" id="comments"><li class="comment byuser comment-author-neilparker62 even thread-even depth-1" id="li-comment-11729"><div id="comment-11729"><article><div class="gravatar"></div><div class='comment_content'><header class="comment-header" aria-label="Comment Info" > <cite class="author_name heading"><cite class="comment_author_name">Neil Parker</cite></cite> <span class="says">says:</span><div class="comment-meta commentmetadata"> <a href="https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/#comment-11729"> <time > June 29, 2019 at 3:33 am </time> </a></div></header><div class='comment_text entry-content-wrapper clearfix' ><p>You mention downloading a graphing program. An alternate suggestion is just train the students to use Excel’s x-y scatter plot. You have the option to “add trend line” and display the equation of the trend line on the graph. Along with correlation coefficient indicating “goodness of fit”. Probably also helpful for students to know about the array formula “linest”. I might sound a bit like a Microsoft salesman here but I have found Excel a great “all in one” tool for data analysis generally.</p><p>This is a great introductory Science prac – many thanks for your insights article.</p> <a rel="nofollow" class="comment-reply-login" href="https://www.physicsforums.com/insights/wp-login.php?redirect_to=https%3A%2F%2Fwww.physicsforums.com%2Finsights%2Fan-accurate-hookes-law-laboratory%2F">Log in to Reply</a></div></div></article></div></li><li class="comment byuser comment-author-dr-courtney bypostauthor odd alt thread-odd thread-alt depth-1" id="li-comment-11574"><div id="comment-11574"><article><div class="gravatar"></div><div class='comment_content'><header class="comment-header" aria-label="Comment Info" > <cite class="author_name heading"><cite class="comment_author_name">Dr. Courtney</cite></cite> <span class="says">says:</span><div class="comment-meta commentmetadata"> <a href="https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/#comment-11574"> <time > March 12, 2019 at 8:31 am </time> </a></div></header><div class='comment_text entry-content-wrapper clearfix' ><div>PAllen</div><p>Pick any functional form, and any data, and there exists a best fit. This is the basis of politically motivated “science”.Sure, but in teaching science we can do better. We can have an honest look at how well a hypothetical functional form "fits" the data – R2, residuals, p-values, and so on. Not that every intro lab needs it, but most intro courses would do well to have several labs where students are required to compare their residuals to their instrumental accuracy. Most intro courses would also do well to have a few labs where students fit alternate functional forms to their data. If a power law, square root, quadratic, or exponential fits the data better than a straight line, what does this say about the hypothesis that predicted a linear fit? These data analysis steps help students see beyond their possible confirmation bias if only the hypothetical model is tried. It also gives students experience and analysis tools to help them see through "junk science."</p> <a rel="nofollow" class="comment-reply-login" href="https://www.physicsforums.com/insights/wp-login.php?redirect_to=https%3A%2F%2Fwww.physicsforums.com%2Finsights%2Fan-accurate-hookes-law-laboratory%2F">Log in to Reply</a></div></div></article></div></li><li class="comment byuser comment-author-pallen even thread-even depth-1" id="li-comment-11573"><div id="comment-11573"><article><div class="gravatar"></div><div class='comment_content'><header class="comment-header" aria-label="Comment Info" > <cite class="author_name heading"><cite class="comment_author_name">PAllen</cite></cite> <span class="says">says:</span><div class="comment-meta commentmetadata"> <a href="https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/#comment-11573"> <time > March 11, 2019 at 11:30 pm </time> </a></div></header><div class='comment_text entry-content-wrapper clearfix' ><p>Pick any functional form, and any data, and there exists a best fit. This is the basis of politically motivated “science”.</p> <a rel="nofollow" class="comment-reply-login" href="https://www.physicsforums.com/insights/wp-login.php?redirect_to=https%3A%2F%2Fwww.physicsforums.com%2Finsights%2Fan-accurate-hookes-law-laboratory%2F">Log in to Reply</a></div></div></article></div></li><li class="comment byuser comment-author-zapperz odd alt thread-odd thread-alt depth-1" id="li-comment-11275"><div id="comment-11275"><article><div class="gravatar"></div><div class='comment_content'><header class="comment-header" aria-label="Comment Info" > <cite class="author_name heading"><cite class="comment_author_name">ZapperZ</cite></cite> <span class="says">says:</span><div class="comment-meta commentmetadata"> <a href="https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/#comment-11275"> <time > January 30, 2019 at 9:18 am </time> </a></div></header><div class='comment_text entry-content-wrapper clearfix' ><p>That's why I like the way we run our class here. We basically used the concept of "Studio Physics", where we really do not have an assigned session for "labs". Rather, the lab is considered as part of the lesson, where I often stop discussing the material and let the students check out something that is relevant to the topic. This works especially well when we do Lenz's law, where everyone has a bar magnet, a galvanometer, and a solenoid. I actually let them discover the property themselves as we go through various combinations of the magnet going in and out of the solenoid.</p><p>And since writing ability is included as part of our Syllabus, the students had to find the most accurate way to describe what they learned and to try to come up with a "rule" of what would happen under any circumstances.</p><p>But coming back to the non-Hooke's law experiment, during our class session, I had some of the best in-class discussion among the students based on this part of the experiment. It sets up perfectly for the rest of the semester what is expected out of the students, and they get a very early wake-up call that this is not going to be your normal, boring "labs". Even if they don't learn anything else, that realization by itself is worth doing this experiment.</p><p>Zz.</p> <a rel="nofollow" class="comment-reply-login" href="https://www.physicsforums.com/insights/wp-login.php?redirect_to=https%3A%2F%2Fwww.physicsforums.com%2Finsights%2Fan-accurate-hookes-law-laboratory%2F">Log in to Reply</a></div></div></article></div></li><li class="comment byuser comment-author-dr-courtney bypostauthor even thread-even depth-1" id="li-comment-11274"><div id="comment-11274"><article><div class="gravatar"></div><div class='comment_content'><header class="comment-header" aria-label="Comment Info" > <cite class="author_name heading"><cite class="comment_author_name">Dr. Courtney</cite></cite> <span class="says">says:</span><div class="comment-meta commentmetadata"> <a href="https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/#comment-11274"> <time > January 30, 2019 at 9:07 am </time> </a></div></header><div class='comment_text entry-content-wrapper clearfix' ><div>ZapperZ</div><p>I think you missed my scenario. I <b>included</b> a non-Hooke's law spring. I didn't say that that was the only spring that the students were given. They were given 2 springs to find the spring constant. One was straight-up Hooke's law behavior. The other was not.I caught your scenario. The next lab (immediately after Hooke's law) in my lab course is usually the simple harmonic oscillator, where the hypothesis is basically the formula for the SHO period, using the previously measured spring constant. Using Tracker as the timer and timing 10 periods usually yields an accuracy comparable to that of k in the original experiment for linear springs. Of course, this hypothesis will not be supported for a non-linear spring.</p><p>Since my labs are designed for 1 hour experiments, there is insufficient time to do multiple springs. But with a long enough class period, one could keep the fun going by having students perform the SHO experiment with the same set of springs as used in the Hooke's law experiment.</p><p>But the whole propensity to allow students to "eyeball" whether data is linear feeds their disposition to conclude data is linear when it really is not. Even high school students can learn how R-Squared and the uncertainty in the slope can be used to determine that one spring is a lot less linear than the other. If one has an estimate on the uncertainty in k, students can see how the SHO formula for period becomes a garbage in – garbage out exercise for the non-linear spring. A careful experiment with a linear spring can yield a 1% or better uncertainty in k, which can yield a 1% or so support for the SHO period formula. The uncertainty in k for a nonlinear spring is going to be much larger.</p> <a rel="nofollow" class="comment-reply-login" href="https://www.physicsforums.com/insights/wp-login.php?redirect_to=https%3A%2F%2Fwww.physicsforums.com%2Finsights%2Fan-accurate-hookes-law-laboratory%2F">Log in to Reply</a></div></div></article></div></li><li class="comment byuser comment-author-zapperz odd alt thread-odd thread-alt depth-1" id="li-comment-11273"><div id="comment-11273"><article><div class="gravatar"></div><div class='comment_content'><header class="comment-header" aria-label="Comment Info" > <cite class="author_name heading"><cite class="comment_author_name">ZapperZ</cite></cite> <span class="says">says:</span><div class="comment-meta commentmetadata"> <a href="https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/#comment-11273"> <time > January 30, 2019 at 8:51 am </time> </a></div></header><div class='comment_text entry-content-wrapper clearfix' ><div>Dr. Courtney</div><p>Good point. A well designed lab course should include a number of cases where the hypothesis is not supported. But I prefer to put most of these later in the semester for several reasons:<br /> 1. Students tend to ascribe the lack of experimental support for a hypothesis to human or experimental error. I design most earlier labs to develop skills and build confidence in measurement accuracy to empower them to consider the possibility that the hypothesis might simply be wrong.<br /> 2. In cases like Hooke's law, the rule is more important than the exceptions for downstream courses. I would only present an experimental exception after the rule has been verified. There is probably time for cases that include both the rule and exceptions to Hooke's law in a 3 hour college lab once students are reasonably skilled and efficient. But this is unlikely in most 1 hour high school physics and physical science classes.<br /> 3. If a hypothesis will not be supported, I like students to have built enough analysis skills to suggest a different hypothesis. At some point in a lab course, students will be familiar with the most common functional forms: linear, quadratic, power law, square root, etc. and will have tested various data sets against multiple possibilities. If one hypothesis is not supported (such as a linear relationship), it is nice if students can explore other possibilities and suggest an alternative hypothesis from their data.I think you missed my scenario. I <b>included</b> a non-Hooke's law spring. I didn't say that that was the only spring that the students were given. They were given 2 springs to find the spring constant. One was straight-up Hooke's law behavior. The other was not.</p><p>Whatever the situation, we have sit back and figure out what we are trying to accomplish here. Our Syllabus for this class includes training the students with the skills and ability to perform experiments and analyze data, including systematic and analytical evaluation of experimental results. So seeing them respond to something that was completely unexpected is part of it. I made it a point to discuss this situation when I return their lab reports.</p><p>Here's the thing. If they were walking down the street, and I show them a random graph that looks like the non-Hooke's law graph, none of then would say that the straight line is a good representation of the data. Yet, many of them seem to throw out this sensibility when they walk into a physics class! I want them to learn (often, the hard way) that they need to bring that sensibility into the physics classroom, and that just because we are learning physics, it doesn't mean that all their worldly experiences no longer apply.</p><p>I find that they learn more when they make the mistake without my warning them first, rather than if I talk till I'm blue about it before hand.</p><p>Zz.</p> <a rel="nofollow" class="comment-reply-login" href="https://www.physicsforums.com/insights/wp-login.php?redirect_to=https%3A%2F%2Fwww.physicsforums.com%2Finsights%2Fan-accurate-hookes-law-laboratory%2F">Log in to Reply</a></div></div></article></div></li><li class="comment byuser comment-author-dr-courtney bypostauthor even thread-even depth-1" id="li-comment-11272"><div id="comment-11272"><article><div class="gravatar"></div><div class='comment_content'><header class="comment-header" aria-label="Comment Info" > <cite class="author_name heading"><cite class="comment_author_name">Dr. Courtney</cite></cite> <span class="says">says:</span><div class="comment-meta commentmetadata"> <a href="https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/#comment-11272"> <time > January 30, 2019 at 8:41 am </time> </a></div></header><div class='comment_text entry-content-wrapper clearfix' ><div>ZapperZ</div><p>You may not believe it, but part of my Hooke's law experiment that I gave to my students were DESIGNED to not work "as expected". I gave them springs that had been abused and no longer exhibit the linear behavior, but I never told them that. Looking at the F versus x graph will show that this wonky spring did not show the same behavior as the Hooke's law spring.</p><p>You'd be surprised how many students IGNORED this, and blindly fit a straight line to something that clearly could not be accurately represented by a straight line.</p><p>Part of doing an experiment is the ability to handle things when something unexpected happens. You cannot be oblivious to what the data are telling you and simply forced it into ways that you expect them to be, or if there was something weird going on that may be attributed to error in the measurement or setup. I repeatedly have told to my students that they can get away with getting unexpected result and still get very good grade for the lab report, IF they are able to account for the strange result and were cognizant to the fact that something unexpected was obtained.</p><p>Zz.Good point. A well designed lab course should include a number of cases where the hypothesis is not supported. But I prefer to put most of these later in the semester for several reasons:<br /> 1. Students tend to ascribe the lack of experimental support for a hypothesis to human or experimental error. I design most earlier labs to develop skills and build confidence in measurement accuracy to empower them to consider the possibility that the hypothesis might simply be wrong.<br /> 2. In cases like Hooke's law, the rule is more important than the exceptions for downstream courses. I would only present an experimental exception after the rule has been verified. There is probably time for cases that include both the rule and exceptions to Hooke's law in a 3 hour college lab once students are reasonably skilled and efficient. But this is unlikely in most 1 hour high school physics and physical science classes.<br /> 3. If a hypothesis will not be supported, I like students to have built enough analysis skills to suggest a different hypothesis. At some point in a lab course, students will be familiar with the most common functional forms: linear, quadratic, power law, square root, etc. and will have tested various data sets against multiple possibilities. If one hypothesis is not supported (such as a linear relationship), it is nice if students can explore other possibilities and suggest an alternative hypothesis from their data.</p> <a rel="nofollow" class="comment-reply-login" href="https://www.physicsforums.com/insights/wp-login.php?redirect_to=https%3A%2F%2Fwww.physicsforums.com%2Finsights%2Fan-accurate-hookes-law-laboratory%2F">Log in to Reply</a></div></div></article></div></li><li class="comment byuser comment-author-anorlunda odd alt thread-odd thread-alt depth-1" id="li-comment-11271"><div id="comment-11271"><article><div class="gravatar"></div><div class='comment_content'><header class="comment-header" aria-label="Comment Info" > <cite class="author_name heading"><cite class="comment_author_name">anorlunda</cite></cite> <span class="says">says:</span><div class="comment-meta commentmetadata"> <a href="https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/#comment-11271"> <time > January 30, 2019 at 8:38 am </time> </a></div></header><div class='comment_text entry-content-wrapper clearfix' ><div>ZapperZ</div><p>May I quote you on that and give it to my current students?</p><p>:biggrin:</p><p>Zz.Certainly, but your students might not appreciate it. <i>We get old too soon and smart too late</i>, probably applies.</p> <a rel="nofollow" class="comment-reply-login" href="https://www.physicsforums.com/insights/wp-login.php?redirect_to=https%3A%2F%2Fwww.physicsforums.com%2Finsights%2Fan-accurate-hookes-law-laboratory%2F">Log in to Reply</a></div></div></article></div></li><li class="comment byuser comment-author-zapperz even thread-even depth-1" id="li-comment-11270"><div id="comment-11270"><article><div class="gravatar"></div><div class='comment_content'><header class="comment-header" aria-label="Comment Info" > <cite class="author_name heading"><cite class="comment_author_name">ZapperZ</cite></cite> <span class="says">says:</span><div class="comment-meta commentmetadata"> <a href="https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/#comment-11270"> <time > January 30, 2019 at 8:29 am </time> </a></div></header><div class='comment_text entry-content-wrapper clearfix' ><div>anorlunda</div><p>Zz, too bad I'm so old. It sounds like it would be fun to be one of your students.May I quote you on that and give it to my current students?</p><p>:biggrin:</p><p>Zz.</p> <a rel="nofollow" class="comment-reply-login" href="https://www.physicsforums.com/insights/wp-login.php?redirect_to=https%3A%2F%2Fwww.physicsforums.com%2Finsights%2Fan-accurate-hookes-law-laboratory%2F">Log in to Reply</a></div></div></article></div></li><li class="comment byuser comment-author-anorlunda odd alt thread-odd thread-alt depth-1" id="li-comment-11269"><div id="comment-11269"><article><div class="gravatar"></div><div class='comment_content'><header class="comment-header" aria-label="Comment Info" > <cite class="author_name heading"><cite class="comment_author_name">anorlunda</cite></cite> <span class="says">says:</span><div class="comment-meta commentmetadata"> <a href="https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/#comment-11269"> <time > January 30, 2019 at 8:27 am </time> </a></div></header><div class='comment_text entry-content-wrapper clearfix' ><p>Zz, too bad I'm so old. It sounds like it would be fun to be one of your students.</p> <a rel="nofollow" class="comment-reply-login" href="https://www.physicsforums.com/insights/wp-login.php?redirect_to=https%3A%2F%2Fwww.physicsforums.com%2Finsights%2Fan-accurate-hookes-law-laboratory%2F">Log in to Reply</a></div></div></article></div></li><li class="comment byuser comment-author-zapperz even thread-even depth-1" id="li-comment-11268"><div id="comment-11268"><article><div class="gravatar"></div><div class='comment_content'><header class="comment-header" aria-label="Comment Info" > <cite class="author_name heading"><cite class="comment_author_name">ZapperZ</cite></cite> <span class="says">says:</span><div class="comment-meta commentmetadata"> <a href="https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/#comment-11268"> <time > January 30, 2019 at 8:21 am </time> </a></div></header><div class='comment_text entry-content-wrapper clearfix' ><div>scottdave</div><p>I guess I was fortunate enough that most of the science labs were enjoyable to participate in. I do remember that sometimes we did not get the desired result. That was frustrating.</p><p>I like how you designed the experiment for the students to learn about the concept as well as the scientific method.You may not believe it, but part of my Hooke's law experiment that I gave to my students were DESIGNED to not work "as expected". I gave them springs that had been abused and no longer exhibit the linear behavior, but I never told them that. Looking at the F versus x graph will show that this wonky spring did not show the same behavior as the Hooke's law spring.</p><p>You'd be surprised how many students IGNORED this, and blindly fit a straight line to something that clearly could not be accurately represented by a straight line.</p><p>Part of doing an experiment is the ability to handle things when something unexpected happens. You cannot be oblivious to what the data are telling you and simply forced it into ways that you expect them to be, or if there was something weird going on that may be attributed to error in the measurement or setup. I repeatedly have told to my students that they can get away with getting unexpected result and still get very good grade for the lab report, IF they are able to account for the strange result and were cognizant to the fact that something unexpected was obtained.</p><p>Zz.</p> <a rel="nofollow" class="comment-reply-login" href="https://www.physicsforums.com/insights/wp-login.php?redirect_to=https%3A%2F%2Fwww.physicsforums.com%2Finsights%2Fan-accurate-hookes-law-laboratory%2F">Log in to Reply</a></div></div></article></div><ul class="children"><li class="comment byuser comment-author-fluidistic odd alt depth-2" id="li-comment-11570"><div id="comment-11570"><article><div class="gravatar"></div><div class='comment_content'><header class="comment-header" aria-label="Comment Info" > <cite class="author_name heading"><cite class="comment_author_name">fluidistic</cite></cite> <span class="says">says:</span><div class="comment-meta commentmetadata"> <a href="https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/#comment-11570"> <time > March 9, 2019 at 2:35 pm </time> </a></div></header><div class='comment_text entry-content-wrapper clearfix' ><p>Wow ZapperZ, that’s a nice experiment to do…</p> <a rel="nofollow" class="comment-reply-login" href="https://www.physicsforums.com/insights/wp-login.php?redirect_to=https%3A%2F%2Fwww.physicsforums.com%2Finsights%2Fan-accurate-hookes-law-laboratory%2F">Log in to Reply</a></div></div></article></div></li></ul></li><li class="comment byuser comment-author-scottdave even thread-odd thread-alt depth-1" id="li-comment-11267"><div id="comment-11267"><article><div class="gravatar"></div><div class='comment_content'><header class="comment-header" aria-label="Comment Info" > <cite class="author_name heading"><cite class="comment_author_name">scottdave</cite></cite> <span class="says">says:</span><div class="comment-meta commentmetadata"> <a href="https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/#comment-11267"> <time > January 30, 2019 at 12:19 am </time> </a></div></header><div class='comment_text entry-content-wrapper clearfix' ><p>I guess I was fortunate enough that most of the science labs were enjoyable to participate in. I do remember that sometimes we did not get the desired result. That was frustrating.</p><p>I like how you designed the experiment for the students to learn about the concept as well as the scientific method.</p> <a rel="nofollow" class="comment-reply-login" href="https://www.physicsforums.com/insights/wp-login.php?redirect_to=https%3A%2F%2Fwww.physicsforums.com%2Finsights%2Fan-accurate-hookes-law-laboratory%2F">Log in to Reply</a></div></div></article></div></li><li class="comment byuser comment-author-dr-courtney bypostauthor odd alt thread-even depth-1" id="li-comment-11239"><div id="comment-11239"><article><div class="gravatar"></div><div class='comment_content'><header class="comment-header" aria-label="Comment Info" > <cite class="author_name heading"><cite class="comment_author_name">Dr. Courtney</cite></cite> <span class="says">says:</span><div class="comment-meta commentmetadata"> <a href="https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/#comment-11239"> <time > January 15, 2019 at 8:33 am </time> </a></div></header><div class='comment_text entry-content-wrapper clearfix' ><div>anorlunda</div><p>That is a thoroughly enjoyable article. Thank you <a href="https://www.physicsforums.com/members/117790/" class="username" data-user="117790, @Dr. Courtney">@Dr. Courtney</a>.</p><p>I never did well in laboratory lessons in school, and I thought they were boring. Perhaps if I had a teacher who so clearly explained what we were doing and why, as you did in the article, that outcome may have been different.I have to confess, for my first 5 years as a teacher, I used canned laboratory exercises that had been written by others that had many of the flaws you mention. Student engagement was low due to the lack of excitement and interest, so the care they exercised and the learning they accomplished also tended to be low. I also viewed the point of the lab as reinforcing material from the lecture.</p><p>Eventually, I shifted in my view so that the main focus of labs became understanding and applying the scientific method itself. This naturally caused me to desire greater accuracy, since an experiment with 1% errors tests any hypothesis more rigorously than the experiments with 5-10% errors that I had been doing. I think the biggest part in motivating accuracy is showing it can be achieved with due care at a few important points along the way. But one also needs to avoid labs and equipment where the learning curve is just too steep for most students to have accurate results. Consequently, one needs to be content not having a lab that corresponds with every chapter in the book.</p><p>These days, I write my own labs and before being overly confident in student ability to achieve results, I pilot the experiments myself and also check out the lab equipment carefully. It is extremely demotivating for students to be expected to have accurate results using faulty equipment in the compressed time frame of most lab experiments.</p> <a rel="nofollow" class="comment-reply-login" href="https://www.physicsforums.com/insights/wp-login.php?redirect_to=https%3A%2F%2Fwww.physicsforums.com%2Finsights%2Fan-accurate-hookes-law-laboratory%2F">Log in to Reply</a></div></div></article></div></li><li class="comment byuser comment-author-greg-bernhardt even thread-odd thread-alt depth-1" id="li-comment-11225"><div id="comment-11225"><article><div class="gravatar"></div><div class='comment_content'><header class="comment-header" aria-label="Comment Info" > <cite class="author_name heading"><cite class="comment_author_name">Greg Bernhardt</cite></cite> <span class="says">says:</span><div class="comment-meta commentmetadata"> <a href="https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/#comment-11225"> <time > January 11, 2019 at 9:12 am </time> </a></div></header><div class='comment_text entry-content-wrapper clearfix' ><p>Love how this Insight is laid out and especially the top “Learning Objectives” bit!</p> <a rel="nofollow" class="comment-reply-login" href="https://www.physicsforums.com/insights/wp-login.php?redirect_to=https%3A%2F%2Fwww.physicsforums.com%2Finsights%2Fan-accurate-hookes-law-laboratory%2F">Log in to Reply</a></div></div></article></div></li><li class="comment byuser comment-author-anorlunda odd alt thread-even depth-1" id="li-comment-11224"><div id="comment-11224"><article><div class="gravatar"></div><div class='comment_content'><header class="comment-header" aria-label="Comment Info" > <cite class="author_name heading"><cite class="comment_author_name">anorlunda</cite></cite> <span class="says">says:</span><div class="comment-meta commentmetadata"> <a href="https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/#comment-11224"> <time > January 11, 2019 at 8:25 am </time> </a></div></header><div class='comment_text entry-content-wrapper clearfix' ><p>That is a thoroughly enjoyable article. Thank you <a href="https://www.physicsforums.com/members/117790/" class="username" data-user="117790, @Dr. Courtney">@Dr. Courtney</a>.</p><p>I never did well in laboratory lessons in school, and I thought they were boring. Perhaps if I had a teacher who so clearly explained what we were doing and why, as you did in the article, that outcome may have been different.</p> <a rel="nofollow" class="comment-reply-login" href="https://www.physicsforums.com/insights/wp-login.php?redirect_to=https%3A%2F%2Fwww.physicsforums.com%2Finsights%2Fan-accurate-hookes-law-laboratory%2F">Log in to Reply</a></div></div></article></div></li></ol></div><div class="comment_container"><h3 class='miniheading '>Leave a Reply</h3><span class="minitext">Want to join the discussion?<br />Feel free to contribute!</span><div id="respond" class="comment-respond"><h3 id="reply-title" class="comment-reply-title">Leave a Reply <small><a rel="nofollow" id="cancel-comment-reply-link" href="/insights/an-accurate-hookes-law-laboratory/#respond" style="display:none;">Cancel reply</a></small></h3><p class="must-log-in">You must be <a href="https://www.physicsforums.com/insights/wp-login.php?redirect_to=https%3A%2F%2Fwww.physicsforums.com%2Finsights%2Fan-accurate-hookes-law-laboratory%2F">logged in</a> to post a comment.</p></div></div></div></main><aside class='sidebar sidebar_right smartphones_sidebar_active alpha units' aria-label="Sidebar" role="complementary" itemscope="itemscope" itemtype="https://schema.org/WPSideBar" ><div class="inner_sidebar extralight-border"><section id="custom_html-2" class="widget_text widget clearfix widget_custom_html"><div class="textwidget custom-html-widget"><h2 class="widgettitle">Trending Articles</h2><ul class="wpp-list wpp-sunset"><li class="current" style="--item-position: 1;--total-items: 10"><div class="item-position"></div><div class="item-data"><a href="https://www.physicsforums.com/insights/an-accurate-hookes-law-laboratory/" class="wpp-post-title" target="_self">An Example of An Accurate Hooke’s Law Laboratory</a></div></li><li class="" style="--item-position: 2;--total-items: 10"><div class="item-position"></div><div class="item-data"><a href="https://www.physicsforums.com/insights/valentines-reflections-mathematical-matters-of-the-heart/" class="wpp-post-title" target="_self">Valentine’s Reflections: Mathematical Matters of the Heart</a></div></li><li class="" style="--item-position: 3;--total-items: 10"><div class="item-position"></div><div class="item-data"><a href="https://www.physicsforums.com/insights/can-see-atom/" class="wpp-post-title" target="_self">Can We See an Atom?</a></div></li><li class="" style="--item-position: 4;--total-items: 10"><div class="item-position"></div><div class="item-data"><a href="https://www.physicsforums.com/insights/what-is-a-tensor/" class="wpp-post-title" target="_self">What Is a Tensor? The mathematical point of view.</a></div></li><li class="" style="--item-position: 5;--total-items: 10"><div class="item-position"></div><div class="item-data"><a href="https://www.physicsforums.com/insights/demystifying-chain-rule-calculus/" class="wpp-post-title" target="_self">Demystifying the Chain Rule in Calculus</a></div></li><li class="" style="--item-position: 6;--total-items: 10"><div class="item-position"></div><div class="item-data"><a href="https://www.physicsforums.com/insights/misconceptions-virtual-particles/" class="wpp-post-title" target="_self">Top Misconceptions about Virtual Particles</a></div></li><li class="" style="--item-position: 7;--total-items: 10"><div class="item-position"></div><div class="item-data"><a href="https://www.physicsforums.com/insights/quantum-mechanics-and-the-famous-double-slit-experiment/" class="wpp-post-title" target="_self">Quantum Mechanics and the Famous Double-slit Experiment</a></div></li><li class="" style="--item-position: 8;--total-items: 10"><div class="item-position"></div><div class="item-data"><a href="https://www.physicsforums.com/insights/learn-basic-wood-anatomy/" class="wpp-post-title" target="_self">Tell One Wood from Another: Basic Wood Anatomy</a></div></li><li class="" style="--item-position: 9;--total-items: 10"><div class="item-position"></div><div class="item-data"><a href="https://www.physicsforums.com/insights/ac-power-analysis-part-1-basics/" class="wpp-post-title" target="_self">Intro to AC Power Analysis: Learn System Basics</a></div></li><li class="" style="--item-position: 10;--total-items: 10"><div class="item-position"></div><div class="item-data"><a href="https://www.physicsforums.com/insights/hand-wavy-discussion-planck-length/" class="wpp-post-title" target="_self">What Planck Length Is and It’s Common Misconceptions</a></div></li></ul></div><span class="seperator extralight-border"></span></section><section id="nav_menu-3" class="widget clearfix widget_nav_menu"><h3 class="widgettitle">Physics Forums</h3><div class="menu-sidebar-forums-container"><ul id="menu-sidebar-forums" class="menu"><li id="menu-item-26724" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-26724"><a href="https://www.physicsforums.com/forums/classical-physics.61/">Classical Physics</a></li><li id="menu-item-26725" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-26725"><a href="https://www.physicsforums.com/forums/atomic-and-condensed-matter.64/">Atomic and Condensed Matter</a></li><li id="menu-item-26726" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-26726"><a href="https://www.physicsforums.com/forums/quantum-physics.62/">Quantum Physics</a></li><li id="menu-item-26727" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-26727"><a href="https://www.physicsforums.com/forums/special-and-general-relativity.70/">Special and General Relativity</a></li><li id="menu-item-26728" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-26728"><a href="https://www.physicsforums.com/forums/beyond-the-standard-model.66/">Beyond the Standard Model</a></li><li id="menu-item-26729" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-26729"><a href="https://www.physicsforums.com/forums/high-energy-nuclear-particle-physics.65/">High Energy, Nuclear, Particle Physics</a></li><li id="menu-item-26731" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-26731"><a href="https://www.physicsforums.com/forums/astronomy-and-astrophysics.71/">Astronomy and Astrophysics</a></li><li id="menu-item-26732" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-26732"><a href="https://www.physicsforums.com/forums/cosmology.69/">Cosmology</a></li><li id="menu-item-26730" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-26730"><a href="https://www.physicsforums.com/forums/other-physics-topics.111/">Other Physics Topics</a></li></ul></div><span class="seperator extralight-border"></span></section><section id="text-4" class="widget clearfix widget_text"><h3 class="widgettitle">Receive Insights Articles to Your Inbox</h3><div class="textwidget"><form style="border:0px solid #ccc;text-align:left;" action="https://feedburner.google.com/fb/a/mailverify" method="post" target="popupwindow" onsubmit="window.open('https://feedburner.google.com/fb/a/mailverify?uri=PhysicsForumsInsights', 'popupwindow', 'scrollbars=yes,width=550,height=520');return true"><p>Enter your email address:</p><p><input type="text" style="width:200px;border:2px solid #ccc;" name="email"/></p><input type="hidden" value="PhysicsForumsInsights" name="uri"/><input type="hidden" name="loc" value="en_US"/><input type="submit" value="Subscribe" /></p></form></div> <span class="seperator extralight-border"></span></section><section id="nav_menu-2" class="widget clearfix widget_nav_menu"><h3 class="widgettitle">Blog Information</h3><div class="menu-sidebar-container"><ul id="menu-sidebar" class="menu"><li id="menu-item-14015" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-14015"><a href="https://www.physicsforums.com/register">Become a Member!</a></li><li id="menu-item-14012" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-14012"><a href="https://www.physicsforums.com/insights/application/">Write for Us!</a></li><li id="menu-item-18348" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-18348"><a href="https://www.physicsforums.com/insights/postindex/">Table of Contents</a></li><li id="menu-item-18353" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-18353"><a href="https://www.physicsforums.com/insights/authors/">Blog Author List</a></li></ul></div><span class="seperator extralight-border"></span></section><section id="tag_cloud-3" class="widget clearfix widget_tag_cloud"><h3 class="widgettitle">Popular Topics</h3><div class="tagcloud"><a href="https://www.physicsforums.com/insights/tag/astronomy/" class="tag-cloud-link tag-link-307 tag-link-position-1" style="font-size: 9.1666666666667pt;" aria-label="astronomy (17 items)">astronomy<span class="tag-link-count"> (17)</span></a> <a href="https://www.physicsforums.com/insights/tag/black-holes/" class="tag-cloud-link tag-link-28 tag-link-position-2" style="font-size: 9.1666666666667pt;" aria-label="black holes (17 items)">black holes<span class="tag-link-count"> (17)</span></a> <a href="https://www.physicsforums.com/insights/tag/classical-physics/" class="tag-cloud-link tag-link-852 tag-link-position-3" style="font-size: 20.833333333333pt;" aria-label="classical physics (35 items)">classical physics<span class="tag-link-count"> (35)</span></a> <a href="https://www.physicsforums.com/insights/tag/cosmology/" class="tag-cloud-link tag-link-224 tag-link-position-4" style="font-size: 8pt;" aria-label="cosmology (16 items)">cosmology<span class="tag-link-count"> (16)</span></a> <a href="https://www.physicsforums.com/insights/tag/education/" class="tag-cloud-link tag-link-104 tag-link-position-5" style="font-size: 13.833333333333pt;" aria-label="education (23 items)">education<span class="tag-link-count"> (23)</span></a> <a href="https://www.physicsforums.com/insights/tag/electromagnetism/" class="tag-cloud-link tag-link-21 tag-link-position-6" style="font-size: 10.722222222222pt;" aria-label="electromagnetism (19 items)">electromagnetism<span class="tag-link-count"> (19)</span></a> <a href="https://www.physicsforums.com/insights/tag/general-relativity/" class="tag-cloud-link tag-link-333 tag-link-position-7" style="font-size: 10.722222222222pt;" aria-label="general relativity (19 items)">general relativity<span class="tag-link-count"> (19)</span></a> <a href="https://www.physicsforums.com/insights/tag/gravity/" class="tag-cloud-link tag-link-40 tag-link-position-8" style="font-size: 14.611111111111pt;" aria-label="gravity (24 items)">gravity<span class="tag-link-count"> (24)</span></a> <a href="https://www.physicsforums.com/insights/tag/interview/" class="tag-cloud-link tag-link-858 tag-link-position-9" style="font-size: 13.055555555556pt;" aria-label="interview (22 items)">interview<span class="tag-link-count"> (22)</span></a> <a href="https://www.physicsforums.com/insights/tag/mathematics/" class="tag-cloud-link tag-link-69 tag-link-position-10" style="font-size: 22pt;" aria-label="mathematics (38 items)">mathematics<span class="tag-link-count"> (38)</span></a> <a href="https://www.physicsforums.com/insights/tag/mathematics-self-study/" class="tag-cloud-link tag-link-484 tag-link-position-11" style="font-size: 11.5pt;" aria-label="mathematics self-study (20 items)">mathematics self-study<span class="tag-link-count"> (20)</span></a> <a href="https://www.physicsforums.com/insights/tag/physicist/" class="tag-cloud-link tag-link-11 tag-link-position-12" style="font-size: 15.777777777778pt;" aria-label="Physicist (26 items)">Physicist<span class="tag-link-count"> (26)</span></a> <a href="https://www.physicsforums.com/insights/tag/programming/" class="tag-cloud-link tag-link-42 tag-link-position-13" style="font-size: 9.9444444444444pt;" aria-label="programming (18 items)">programming<span class="tag-link-count"> (18)</span></a> <a href="https://www.physicsforums.com/insights/tag/quantum-field-theory/" class="tag-cloud-link tag-link-87 tag-link-position-14" style="font-size: 18.888888888889pt;" aria-label="Quantum Field Theory (31 items)">Quantum Field Theory<span class="tag-link-count"> (31)</span></a> <a href="https://www.physicsforums.com/insights/tag/quantum-mechanics/" class="tag-cloud-link tag-link-62 tag-link-position-15" style="font-size: 21.222222222222pt;" aria-label="quantum mechanics (36 items)">quantum mechanics<span class="tag-link-count"> (36)</span></a> <a href="https://www.physicsforums.com/insights/tag/quantum-physics/" class="tag-cloud-link tag-link-314 tag-link-position-16" style="font-size: 13.055555555556pt;" aria-label="quantum physics (22 items)">quantum physics<span class="tag-link-count"> (22)</span></a> <a href="https://www.physicsforums.com/insights/tag/relativity/" class="tag-cloud-link tag-link-114 tag-link-position-17" style="font-size: 22pt;" aria-label="relativity (38 items)">relativity<span class="tag-link-count"> (38)</span></a> <a href="https://www.physicsforums.com/insights/tag/special-relativity/" class="tag-cloud-link tag-link-89 tag-link-position-18" style="font-size: 8pt;" aria-label="Special Relativity (16 items)">Special Relativity<span class="tag-link-count"> (16)</span></a> <a href="https://www.physicsforums.com/insights/tag/technology/" class="tag-cloud-link tag-link-861 tag-link-position-19" style="font-size: 10.722222222222pt;" aria-label="technology (19 items)">technology<span class="tag-link-count"> (19)</span></a> <a href="https://www.physicsforums.com/insights/tag/universe/" class="tag-cloud-link tag-link-265 tag-link-position-20" style="font-size: 12.277777777778pt;" aria-label="universe (21 items)">universe<span class="tag-link-count"> (21)</span></a></div> <span class="seperator extralight-border"></span></section></div></aside></div></div><footer class='container_wrap socket_color' id='socket' role="contentinfo" itemscope="itemscope" itemtype="https://schema.org/WPFooter" aria-label="Copyright and company info" ><div class='container'><span class='copyright'> 2024 © Physics Forums, ALL RIGHTS RESERVED - <a href="https://www.physicsforums.com/misc/contact">Contact Us</a> - <a href="https://www.physicsforums.com/threads/physics-forums-privacy-policy.797829/">Privacy Policy</a> - <a href="https://www.physicsforums.com/insights/about-pf-insights/">About PF Insights</a></span><ul class='noLightbox social_bookmarks icon_count_4'><li class='social_bookmarks_twitter av-social-link-twitter social_icon_1'><a target="_blank" aria-label="Link to X" href="https://twitter.com/physicsforums" aria-hidden='false' data-av_icon='' data-av_iconfont='entypo-fontello' title='X' rel="noopener"><span class='avia_hidden_link_text'>X</span></a></li><li class='social_bookmarks_facebook av-social-link-facebook social_icon_2'><a target="_blank" aria-label="Link to Facebook" href='https://www.facebook.com/physicsforums' aria-hidden='false' data-av_icon='' data-av_iconfont='entypo-fontello' title='Facebook' rel="noopener"><span class='avia_hidden_link_text'>Facebook</span></a></li><li class='social_bookmarks_linkedin av-social-link-linkedin social_icon_3'><a target="_blank" aria-label="Link to LinkedIn" href='https://www.linkedin.com/company/physics-forums/' aria-hidden='false' data-av_icon='' data-av_iconfont='entypo-fontello' title='LinkedIn' rel="noopener"><span class='avia_hidden_link_text'>LinkedIn</span></a></li><li class='social_bookmarks_youtube av-social-link-youtube social_icon_4'><a target="_blank" aria-label="Link to Youtube" href='https://www.youtube.com/@physicsforum' aria-hidden='false' data-av_icon='' data-av_iconfont='entypo-fontello' title='Youtube' rel="noopener"><span class='avia_hidden_link_text'>Youtube</span></a></li></ul></div></footer></div><a class='avia-post-nav avia-post-prev with-image' href='https://www.physicsforums.com/insights/lie-algebras-a-walkthrough-the-structures/' ><span class="label iconfont" aria-hidden='true' data-av_icon='' data-av_iconfont='entypo-fontello'></span><span class="entry-info-wrap"><span class="entry-info"><span class='entry-title'>Learn Lie Algebras: A Walkthrough The Structures</span><span class='entry-image'><img data-lazyloaded="1" src="data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSI4MCIgaGVpZ2h0PSI0NSIgdmlld0JveD0iMCAwIDgwIDQ1Ij48cmVjdCB3aWR0aD0iMTAwJSIgaGVpZ2h0PSIxMDAlIiBmaWxsPSIjY2ZkNGRiIi8+PC9zdmc+" loading="lazy" width="80" height="45" data-src="https://www.physicsforums.com/insights/wp-content/uploads/2019/01/lie_algebra_structure.png" class="wp-image-23259 avia-img-lazy-loading-23259 attachment-thumbnail size-thumbnail wp-post-image" alt="Lie Algebra Structure" decoding="async" /><noscript><img loading="lazy" width="80" height="45" src="https://www.physicsforums.com/insights/wp-content/uploads/2019/01/lie_algebra_structure.png" class="wp-image-23259 avia-img-lazy-loading-23259 attachment-thumbnail size-thumbnail wp-post-image" alt="Lie Algebra Structure" decoding="async" /></noscript></span></span></span></a><a class='avia-post-nav avia-post-next with-image' href='https://www.physicsforums.com/insights/an-introduction-to-the-traditional-abacus-of-china-and-japan/' ><span class="label iconfont" aria-hidden='true' data-av_icon='' data-av_iconfont='entypo-fontello'></span><span class="entry-info-wrap"><span class="entry-info"><span class='entry-image'><img data-lazyloaded="1" src="data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSI4MCIgaGVpZ2h0PSI0NSIgdmlld0JveD0iMCAwIDgwIDQ1Ij48cmVjdCB3aWR0aD0iMTAwJSIgaGVpZ2h0PSIxMDAlIiBmaWxsPSIjY2ZkNGRiIi8+PC9zdmc+" loading="lazy" width="80" height="45" data-src="https://www.physicsforums.com/insights/wp-content/uploads/2019/01/abacus_introduction.png" class="wp-image-23328 avia-img-lazy-loading-23328 attachment-thumbnail size-thumbnail wp-post-image" alt="abacus introduction" decoding="async" /><noscript><img loading="lazy" width="80" height="45" src="https://www.physicsforums.com/insights/wp-content/uploads/2019/01/abacus_introduction.png" class="wp-image-23328 avia-img-lazy-loading-23328 attachment-thumbnail size-thumbnail wp-post-image" alt="abacus introduction" decoding="async" /></noscript></span><span class='entry-title'>An Introduction to the Traditional Abacus of China and Japan</span></span></span></a></div><a href='#top' title='Scroll to top' id='scroll-top-link' aria-hidden='true' data-av_icon='' data-av_iconfont='entypo-fontello' tabindex='-1'><span class="avia_hidden_link_text">Scroll to top</span></a><div id="fb-root"></div> <script data-optimized="1" type="text/javascript" src="https://www.physicsforums.com/insights/wp-content/litespeed/js/ffe2445567cebbe851874e864ab606aa.js?ver=606aa" defer></script> <script type='text/javascript'>/* */ var avia_framework_globals = avia_framework_globals || {}; avia_framework_globals.frameworkUrl = 'https://www.physicsforums.com/insights/wp-content/themes/enfold/framework/'; avia_framework_globals.installedAt = 'https://www.physicsforums.com/insights/wp-content/themes/enfold/'; avia_framework_globals.ajaxurl = 'https://www.physicsforums.com/insights/wp-admin/admin-ajax.php'; /* */</script> <script type="text/javascript" async='async' src="https://www.physicsforums.com/insights/wp-includes/js/jquery/jquery.min.js?ver=3.7.1" id="jquery-core-js"></script> <script type="text/javascript" id="wpil-frontend-script-js-extra">/* */ var wpilFrontend = {"ajaxUrl":"\/insights\/wp-admin\/admin-ajax.php","postId":"23277","postType":"post","openInternalInNewTab":"0","openExternalInNewTab":"1","disableClicks":"0","openLinksWithJS":"0","trackAllElementClicks":"0","clicksI18n":{"imageNoText":"Image in link: No Text","imageText":"Image Title: ","noText":"No Anchor Text Found"}}; /* */</script> <script data-optimized="1" type="text/javascript" async='async' src="https://www.physicsforums.com/insights/wp-content/litespeed/js/32fbbb44e22394d8c0f1ada21cfadab5.js?ver=ef02b" id="wpil-frontend-script-js"></script> <script data-optimized="1" type="text/javascript" async='async' src="https://www.physicsforums.com/insights/wp-content/litespeed/js/28eaaf920db7121b0c5763a98afd6217.js?ver=f2d22" id="comment-reply-js" async="async" data-wp-strategy="async"></script> <script data-optimized="1" type="text/javascript" async='async' src="https://www.physicsforums.com/insights/wp-content/litespeed/js/966b486962f7a18865706d52697208b2.js?ver=208b2" id="avia-footer-scripts-js"></script> <script data-no-optimize="1">!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?module.exports=e():"function"==typeof define&&define.amd?define(e):(t="undefined"!=typeof globalThis?globalThis:t||self).LazyLoad=e()}(this,function(){"use strict";function e(){return(e=Object.assign||function(t){for(var e=1;e<arguments.length;e++){var n,a=arguments[e];for(n in a)Object.prototype.hasOwnProperty.call(a,n)&&(t[n]=a[n])}return t}).apply(this,arguments)}function i(t){return e({},it,t)}function o(t,e){var n,a="LazyLoad::Initialized",i=new t(e);try{n=new CustomEvent(a,{detail:{instance:i}})}catch(t){(n=document.createEvent("CustomEvent")).initCustomEvent(a,!1,!1,{instance:i})}window.dispatchEvent(n)}function l(t,e){return t.getAttribute(gt+e)}function c(t){return l(t,bt)}function s(t,e){return function(t,e,n){e=gt+e;null!==n?t.setAttribute(e,n):t.removeAttribute(e)}(t,bt,e)}function r(t){return s(t,null),0}function u(t){return null===c(t)}function d(t){return c(t)===vt}function f(t,e,n,a){t&&(void 0===a?void 0===n?t(e):t(e,n):t(e,n,a))}function _(t,e){nt?t.classList.add(e):t.className+=(t.className?" ":"")+e}function v(t,e){nt?t.classList.remove(e):t.className=t.className.replace(new RegExp("(^|\\s+)"+e+"(\\s+|$)")," ").replace(/^\s+/,"").replace(/\s+$/,"")}function g(t){return t.llTempImage}function b(t,e){!e||(e=e._observer)&&e.unobserve(t)}function p(t,e){t&&(t.loadingCount+=e)}function h(t,e){t&&(t.toLoadCount=e)}function n(t){for(var e,n=[],a=0;e=t.children[a];a+=1)"SOURCE"===e.tagName&&n.push(e);return n}function m(t,e){(t=t.parentNode)&&"PICTURE"===t.tagName&&n(t).forEach(e)}function a(t,e){n(t).forEach(e)}function E(t){return!!t[st]}function I(t){return t[st]}function y(t){return delete t[st]}function A(e,t){var n;E(e)||(n={},t.forEach(function(t){n[t]=e.getAttribute(t)}),e[st]=n)}function k(a,t){var i;E(a)&&(i=I(a),t.forEach(function(t){var e,n;e=a,(t=i[n=t])?e.setAttribute(n,t):e.removeAttribute(n)}))}function L(t,e,n){_(t,e.class_loading),s(t,ut),n&&(p(n,1),f(e.callback_loading,t,n))}function w(t,e,n){n&&t.setAttribute(e,n)}function x(t,e){w(t,ct,l(t,e.data_sizes)),w(t,rt,l(t,e.data_srcset)),w(t,ot,l(t,e.data_src))}function O(t,e,n){var a=l(t,e.data_bg_multi),i=l(t,e.data_bg_multi_hidpi);(a=at&&i?i:a)&&(t.style.backgroundImage=a,n=n,_(t=t,(e=e).class_applied),s(t,ft),n&&(e.unobserve_completed&&b(t,e),f(e.callback_applied,t,n)))}function N(t,e){!e||0<e.loadingCount||0<e.toLoadCount||f(t.callback_finish,e)}function C(t,e,n){t.addEventListener(e,n),t.llEvLisnrs[e]=n}function M(t){return!!t.llEvLisnrs}function z(t){if(M(t)){var e,n,a=t.llEvLisnrs;for(e in a){var i=a[e];n=e,i=i,t.removeEventListener(n,i)}delete t.llEvLisnrs}}function R(t,e,n){var a;delete t.llTempImage,p(n,-1),(a=n)&&--a.toLoadCount,v(t,e.class_loading),e.unobserve_completed&&b(t,n)}function T(o,r,c){var l=g(o)||o;M(l)||function(t,e,n){M(t)||(t.llEvLisnrs={});var a="VIDEO"===t.tagName?"loadeddata":"load";C(t,a,e),C(t,"error",n)}(l,function(t){var e,n,a,i;n=r,a=c,i=d(e=o),R(e,n,a),_(e,n.class_loaded),s(e,dt),f(n.callback_loaded,e,a),i||N(n,a),z(l)},function(t){var e,n,a,i;n=r,a=c,i=d(e=o),R(e,n,a),_(e,n.class_error),s(e,_t),f(n.callback_error,e,a),i||N(n,a),z(l)})}function G(t,e,n){var a,i,o,r,c;t.llTempImage=document.createElement("IMG"),T(t,e,n),E(c=t)||(c[st]={backgroundImage:c.style.backgroundImage}),o=n,r=l(a=t,(i=e).data_bg),c=l(a,i.data_bg_hidpi),(r=at&&c?c:r)&&(a.style.backgroundImage='url("'.concat(r,'")'),g(a).setAttribute(ot,r),L(a,i,o)),O(t,e,n)}function D(t,e,n){var a;T(t,e,n),a=e,e=n,(t=It[(n=t).tagName])&&(t(n,a),L(n,a,e))}function V(t,e,n){var a;a=t,(-1<yt.indexOf(a.tagName)?D:G)(t,e,n)}function F(t,e,n){var a;t.setAttribute("loading","lazy"),T(t,e,n),a=e,(e=It[(n=t).tagName])&&e(n,a),s(t,vt)}function j(t){t.removeAttribute(ot),t.removeAttribute(rt),t.removeAttribute(ct)}function P(t){m(t,function(t){k(t,Et)}),k(t,Et)}function S(t){var e;(e=At[t.tagName])?e(t):E(e=t)&&(t=I(e),e.style.backgroundImage=t.backgroundImage)}function U(t,e){var n;S(t),n=e,u(e=t)||d(e)||(v(e,n.class_entered),v(e,n.class_exited),v(e,n.class_applied),v(e,n.class_loading),v(e,n.class_loaded),v(e,n.class_error)),r(t),y(t)}function $(t,e,n,a){var i;n.cancel_on_exit&&(c(t)!==ut||"IMG"===t.tagName&&(z(t),m(i=t,function(t){j(t)}),j(i),P(t),v(t,n.class_loading),p(a,-1),r(t),f(n.callback_cancel,t,e,a)))}function q(t,e,n,a){var i,o,r=(o=t,0<=pt.indexOf(c(o)));s(t,"entered"),_(t,n.class_entered),v(t,n.class_exited),i=t,o=a,n.unobserve_entered&&b(i,o),f(n.callback_enter,t,e,a),r||V(t,n,a)}function H(t){return t.use_native&&"loading"in HTMLImageElement.prototype}function B(t,i,o){t.forEach(function(t){return(a=t).isIntersecting||0<a.intersectionRatio?q(t.target,t,i,o):(e=t.target,n=t,a=i,t=o,void(u(e)||(_(e,a.class_exited),$(e,n,a,t),f(a.callback_exit,e,n,t))));var e,n,a})}function J(e,n){var t;et&&!H(e)&&(n._observer=new IntersectionObserver(function(t){B(t,e,n)},{root:(t=e).container===document?null:t.container,rootMargin:t.thresholds||t.threshold+"px"}))}function K(t){return Array.prototype.slice.call(t)}function Q(t){return t.container.querySelectorAll(t.elements_selector)}function W(t){return c(t)===_t}function X(t,e){return e=t||Q(e),K(e).filter(u)}function Y(e,t){var n;(n=Q(e),K(n).filter(W)).forEach(function(t){v(t,e.class_error),r(t)}),t.update()}function t(t,e){var n,a,t=i(t);this._settings=t,this.loadingCount=0,J(t,this),n=t,a=this,Z&&window.addEventListener("online",function(){Y(n,a)}),this.update(e)}var Z="undefined"!=typeof window,tt=Z&&!("onscroll"in window)||"undefined"!=typeof navigator&&/(gle|ing|ro)bot|crawl|spider/i.test(navigator.userAgent),et=Z&&"IntersectionObserver"in window,nt=Z&&"classList"in document.createElement("p"),at=Z&&1<window.devicePixelRatio,it={elements_selector:".lazy",container:tt||Z?document:null,threshold:300,thresholds:null,data_src:"src",data_srcset:"srcset",data_sizes:"sizes",data_bg:"bg",data_bg_hidpi:"bg-hidpi",data_bg_multi:"bg-multi",data_bg_multi_hidpi:"bg-multi-hidpi",data_poster:"poster",class_applied:"applied",class_loading:"litespeed-loading",class_loaded:"litespeed-loaded",class_error:"error",class_entered:"entered",class_exited:"exited",unobserve_completed:!0,unobserve_entered:!1,cancel_on_exit:!0,callback_enter:null,callback_exit:null,callback_applied:null,callback_loading:null,callback_loaded:null,callback_error:null,callback_finish:null,callback_cancel:null,use_native:!1},ot="src",rt="srcset",ct="sizes",lt="poster",st="llOriginalAttrs",ut="loading",dt="loaded",ft="applied",_t="error",vt="native",gt="data-",bt="ll-status",pt=[ut,dt,ft,_t],ht=[ot],mt=[ot,lt],Et=[ot,rt,ct],It={IMG:function(t,e){m(t,function(t){A(t,Et),x(t,e)}),A(t,Et),x(t,e)},IFRAME:function(t,e){A(t,ht),w(t,ot,l(t,e.data_src))},VIDEO:function(t,e){a(t,function(t){A(t,ht),w(t,ot,l(t,e.data_src))}),A(t,mt),w(t,lt,l(t,e.data_poster)),w(t,ot,l(t,e.data_src)),t.load()}},yt=["IMG","IFRAME","VIDEO"],At={IMG:P,IFRAME:function(t){k(t,ht)},VIDEO:function(t){a(t,function(t){k(t,ht)}),k(t,mt),t.load()}},kt=["IMG","IFRAME","VIDEO"];return t.prototype={update:function(t){var e,n,a,i=this._settings,o=X(t,i);{if(h(this,o.length),!tt&&et)return H(i)?(e=i,n=this,o.forEach(function(t){-1!==kt.indexOf(t.tagName)&&F(t,e,n)}),void h(n,0)):(t=this._observer,i=o,t.disconnect(),a=t,void i.forEach(function(t){a.observe(t)}));this.loadAll(o)}},destroy:function(){this._observer&&this._observer.disconnect(),Q(this._settings).forEach(function(t){y(t)}),delete this._observer,delete this._settings,delete this.loadingCount,delete this.toLoadCount},loadAll:function(t){var e=this,n=this._settings;X(t,n).forEach(function(t){b(t,e),V(t,n,e)})},restoreAll:function(){var e=this._settings;Q(e).forEach(function(t){U(t,e)})}},t.load=function(t,e){e=i(e);V(t,e)},t.resetStatus=function(t){r(t)},Z&&function(t,e){if(e)if(e.length)for(var n,a=0;n=e[a];a+=1)o(t,n);else o(t,e)}(t,window.lazyLoadOptions),t});!function(e,t){"use strict";function a(){t.body.classList.add("litespeed_lazyloaded")}function n(){console.log("[LiteSpeed] Start Lazy Load Images"),d=new LazyLoad({elements_selector:"[data-lazyloaded]",callback_finish:a}),o=function(){d.update()},e.MutationObserver&&new MutationObserver(o).observe(t.documentElement,{childList:!0,subtree:!0,attributes:!0})}var d,o;e.addEventListener?e.addEventListener("load",n,!1):e.attachEvent("onload",n)}(window,document);</script></body></html> <!-- Page optimized by LiteSpeed Cache @2025-02-18 19:49:37 --> <!-- Page cached by LiteSpeed Cache 6.5.4 on 2025-02-18 19:49:37 -->