CINXE.COM

Quantum Information Sciences | PNNL

<!DOCTYPE html> <html lang="en" dir="ltr" prefix="og: https://ogp.me/ns#" class="no-js"> <head> <meta charset="utf-8" /> <meta name="keywords" content="Quantum Information Sciences, Scientific Discovery" /> <link rel="canonical" href="https://www.pnnl.gov/quantum-information-sciences" /> <link rel="image_src" href="https://www.pnnl.gov/sites/default/files/media/image/PNNL.QuantumGENERAL.HERO1_.3750x1250.jpg" /> <meta property="og:site_name" content="PNNL" /> <meta property="og:type" content="Research Topic" /> <meta property="og:url" content="https://www.pnnl.gov/quantum-information-sciences" /> <meta property="og:title" content="Quantum Information Sciences" /> <meta property="og:image" content="https://www.pnnl.gov/sites/default/files/media/image/PNNL.QuantumGENERAL.HERO1_.3750x1250.jpg" /> <meta property="og:image:url" content="https://www.pnnl.gov/sites/default/files/media/image/PNNL.QuantumGENERAL.HERO1_.3750x1250.jpg" /> <meta property="og:image:type" content="image/jpeg" /> <meta property="og:image:width" content="3750" /> <meta property="og:image:height" content="1250" /> <meta property="og:image:alt" content="Quantum Research Page Banner" /> <meta name="twitter:card" content="summary_large_image" /> <meta name="twitter:site" content="@PNNLab" /> <meta name="twitter:title" content="Quantum Information Sciences" /> <meta name="twitter:image" content="https://www.pnnl.gov/sites/default/files/media/image/PNNL.QuantumGENERAL.HERO1_.3750x1250.jpg" /> <meta name="twitter:image:alt" content="Quantum Research Page Banner" /> <meta name="msvalidate.01" content="4929B4935AFFF75296D95B26EF075022" /> <meta name="facebook-domain-verification" content="7nelq0wikwqwb0kr5hla66xaol01zp" /> <meta name="google-site-verification" content="wEePteTXTZb6GZGMJpTKA2W8luCP4XYSEgGOmqCVy4M" /> <meta name="Generator" content="Drupal 9 (https://www.drupal.org)" /> <meta name="MobileOptimized" content="width" /> <meta name="HandheldFriendly" content="true" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" /> <meta http-equiv="x-ua-compatible" content="ie=edge" /> <link rel="icon" href="/favicon.ico" type="image/vnd.microsoft.icon" /> <title>Quantum Information Sciences | PNNL</title> <link rel="stylesheet" media="all" href="/core/assets/vendor/jquery.ui/themes/base/core.css?snw8tq" /> <link rel="stylesheet" media="all" href="/core/assets/vendor/jquery.ui/themes/base/autocomplete.css?snw8tq" /> <link rel="stylesheet" media="all" href="/core/assets/vendor/jquery.ui/themes/base/menu.css?snw8tq" /> <link rel="stylesheet" media="all" href="/core/themes/stable/css/system/components/ajax-progress.module.css?snw8tq" /> <link rel="stylesheet" media="all" href="/core/themes/stable/css/system/components/autocomplete-loading.module.css?snw8tq" /> <link rel="stylesheet" media="all" href="/core/themes/stable/css/system/components/js.module.css?snw8tq" /> <link rel="stylesheet" media="all" href="/core/themes/stable/css/system/components/sticky-header.module.css?snw8tq" /> <link rel="stylesheet" media="all" href="/core/themes/stable/css/system/components/system-status-counter.css?snw8tq" /> <link rel="stylesheet" media="all" href="/core/themes/stable/css/system/components/system-status-report-counters.css?snw8tq" /> <link rel="stylesheet" media="all" href="/core/themes/stable/css/system/components/system-status-report-general-info.css?snw8tq" /> <link rel="stylesheet" media="all" href="/core/themes/stable/css/system/components/tabledrag.module.css?snw8tq" /> <link rel="stylesheet" media="all" href="/core/themes/stable/css/system/components/tablesort.module.css?snw8tq" /> <link rel="stylesheet" media="all" href="/core/themes/stable/css/system/components/tree-child.module.css?snw8tq" /> <link rel="stylesheet" media="all" href="/core/themes/stable/css/views/views.module.css?snw8tq" /> <link rel="stylesheet" media="all" href="/modules/contrib/responsive_tables_filter/css/tablesaw-base.css?snw8tq" /> <link rel="stylesheet" media="screen" href="/modules/contrib/responsive_tables_filter/css/tablesaw-responsive.css?snw8tq" /> <link rel="stylesheet" media="all" href="/modules/contrib/responsive_tables_filter/css/tables.columntoggle.css?snw8tq" /> <link rel="stylesheet" media="all" href="/modules/contrib/responsive_tables_filter/css/customizations.css?snw8tq" /> <link rel="stylesheet" media="all" href="/core/themes/stable/css/filter/filter.caption.css?snw8tq" /> <link rel="stylesheet" media="all" href="/modules/contrib/entity_embed/css/entity_embed.filter.caption.css?snw8tq" /> <link rel="stylesheet" media="all" href="/core/themes/stable/css/media/oembed.formatter.css?snw8tq" /> <link rel="stylesheet" media="all" href="/core/assets/vendor/jquery.ui/themes/base/theme.css?snw8tq" /> <link rel="stylesheet" media="all" href="/modules/contrib/paragraphs/css/paragraphs.unpublished.css?snw8tq" /> <link rel="stylesheet" media="all" href="//fonts.googleapis.com/css?family=Merriweather:300,400,400i,700,700i|Montserrat:300,300i,400,400i,500,500i,600,600i,700,700i,800,800i" /> <link rel="stylesheet" media="all" href="/themes/gesso/css/styles.css?snw8tq" /> <script type="application/json" data-drupal-selector="drupal-settings-json">{"path":{"baseUrl":"\/","scriptPath":null,"pathPrefix":"","currentPath":"taxonomy\/term\/268","currentPathIsAdmin":false,"isFront":false,"currentLanguage":"en"},"pluralDelimiter":"\u0003","suppressDeprecationErrors":true,"gtm":{"tagId":null,"settings":{"data_layer":"dataLayer","include_classes":false,"allowlist_classes":"","blocklist_classes":"","include_environment":false,"environment_id":"","environment_token":""},"tagIds":["GTM-KVQ4F9QJ"]},"gtag":{"tagId":"","consentMode":false,"otherIds":[],"events":[],"additionalConfigInfo":[]},"ajaxPageState":{"libraries":"entity_embed\/caption,gesso\/global,google_tag\/gtag,google_tag\/gtag.ajax,google_tag\/gtm,mathjax\/setup,media\/oembed.formatter,paragraphs\/drupal.paragraphs.unpublished,pnnl_search\/search_auto_submit,responsive_tables_filter\/tablesaw-filter,system\/base,views\/views.module","theme":"gesso","theme_token":null},"ajaxTrustedUrl":{"\/search":true},"mathjax":{"config_type":1,"config":{"tex2jax":{"inlineMath":[["\\(","\\)"]],"processEscapes":"true"},"showProcessingMessages":"false","messageStyle":"none"}},"user":{"uid":0,"permissionsHash":"6bc1cef48cf6e1936a2b40bd3ff06f72f0b8614be0f87ae13332747351f86af6"}}</script> <script src="/themes/gesso/js/lib/modernizr.min.js?v=3.11.7"></script> <script src="/core/assets/vendor/jquery/jquery.min.js?v=3.6.3"></script> <script src="/core/misc/modernizr-additional-tests.js?v=3.11.7"></script> <script src="/core/misc/polyfills/nodelist.foreach.js?v=9.5.11"></script> <script src="/core/misc/polyfills/element.matches.js?v=9.5.11"></script> <script src="/core/misc/polyfills/object.assign.js?v=9.5.11"></script> <script src="/core/assets/vendor/css-escape/css.escape.js?v=1.5.1"></script> <script src="/core/assets/vendor/es6-promise/es6-promise.auto.min.js?v=4.2.8"></script> <script src="/core/assets/vendor/once/once.min.js?v=1.0.1"></script> <script src="/core/assets/vendor/jquery-once/jquery.once.min.js?v=9.5.11"></script> <script src="/core/misc/drupalSettingsLoader.js?v=9.5.11"></script> <script src="/core/misc/drupal.js?v=9.5.11"></script> <script src="/core/misc/drupal.init.js?v=9.5.11"></script> <script src="/core/assets/vendor/tabbable/index.umd.min.js?v=5.3.3"></script> <script src="/modules/contrib/google_tag/js/gtm.js?snw8tq"></script> <script src="/modules/contrib/google_tag/js/gtag.js?snw8tq"></script> <script src="/core/misc/progress.js?v=9.5.11"></script> <script src="/core/misc/jquery.once.bc.js?v=9.5.11"></script> <script src="/core/assets/vendor/loadjs/loadjs.min.js?v=4.2.0"></script> <script src="/core/modules/responsive_image/js/responsive_image.ajax.js?v=9.5.11"></script> <script src="/core/misc/ajax.js?v=9.5.11"></script> <script src="/core/themes/stable/js/ajax.js?v=9.5.11"></script> <script src="/modules/contrib/google_tag/js/gtag.ajax.js?snw8tq"></script> <!-- Generate Favicons --> <link rel="apple-touch-icon" sizes="180x180" href="/apple-touch-icon.png"> <link rel="icon" type="image/png" sizes="32x32" href="/favicon-32x32.png"> <link rel="icon" type="image/png" sizes="16x16" href="/favicon-16x16.png"> <link rel="manifest" href="/manifest.json"> <link rel="mask-icon" href="/safari-pinned-tab.svg" color="#5bbad5"> <meta name="msapplication-TileColor" content="#da532c"> <meta name="theme-color" content="#ffffff"> </head> <body class="path-taxonomy not-front"> <div class="skiplinks"> <a href="#main" class="skiplinks__link visually-hidden focusable">Skip to main content</a> </div> <noscript><iframe src="https://www.googletagmanager.com/ns.html?id=GTM-KVQ4F9QJ" height="0" width="0" style="display:none;visibility:hidden"></iframe></noscript> <div class="dialog-off-canvas-main-canvas" data-off-canvas-main-canvas> <div class="layout-container"> <header class="l-header" role="banner"> <div class="l-constrain"> <div class="l-header__primary"> <div class="l-header__logo"> <a class="site-name" href="https://www.pnnl.gov/" title="Home" rel="home"> <h1 class="site-name__text">PNNL</h1> </a> </div> <div class="l-header__primary-right"> <div class="l-header__utility"> <ul class="menu menu--utility"> <li class="menu__item is-collapsed"> <a href="/about" title="About" class="menu__link is-collapsed" data-drupal-link-system-path="node/158">About</a> </li> <li class="menu__item"> <a href="/news?news%5B0%5D=type%3A994&amp;news%5B1%5D=type%3A165&amp;news%5B2%5D=type%3A24&amp;news%5B3%5D=type%3A23" title="News &amp; Media" class="menu__link" data-drupal-link-query="{&quot;news&quot;:[&quot;type:994&quot;,&quot;type:165&quot;,&quot;type:24&quot;,&quot;type:23&quot;]}" data-drupal-link-system-path="node/27">News &amp; Media</a> </li> <li class="menu__item is-collapsed"> <a href="https://careers.pnnl.gov/" class="menu__link is-collapsed" title="Careers">Careers</a> </li> <li class="menu__item"> <a href="/events" title="Events" class="menu__link" data-drupal-link-system-path="node/150">Events</a> </li> </ul> <div class="l-header__search"> <div class="site-search"> <form class="vue-pnnl-search" data-drupal-selector="vue-pnnl-search" action="/search" method="get" id="vue-pnnl-search" accept-charset="UTF-8"> <div class="form-item form-item--textfield form-item--id-keyword js-form-item js-form-type-textfield js-form-item-keyword"> <label for="edit-keyword" class="form-item__label"> Search </label> <input class="search-form-autocomplete form-item__text" id="keyword" data-drupal-selector="edit-keyword" type="text" name="keyword" value="" size="64" maxlength="64" placeholder="Search"> </div> <div data-drupal-selector="edit-actions" class="form-actions form-wrapper js-form-wrapper" id="edit-actions"> <input data-drupal-selector="edit-submit" type="submit" id="edit-submit" value="Search" class="button js-form-submit"> </div> </form> </div> </div> <div class="l-header__search__mobile visually-hidden"> <div class="site-search"> <form class="vue-pnnl-search" data-drupal-selector="vue-pnnl-search-2" action="/search" method="get" id="vue-pnnl-search--2" accept-charset="UTF-8"> <div class="form-item form-item--textfield form-item--id-keyword js-form-item js-form-type-textfield js-form-item-keyword"> <label for="edit-keyword--2" class="form-item__label"> Search </label> <input class="search-form-autocomplete form-item__text" id="keyword" data-drupal-selector="edit-keyword" type="text" name="keyword" value="" size="64" maxlength="64" placeholder="Search"> </div> <div data-drupal-selector="edit-actions" class="form-actions form-wrapper js-form-wrapper" id="edit-actions--2"> <input data-drupal-selector="edit-submit" type="submit" id="edit-submit--2" value="Search" class="button js-form-submit"> </div> </form> </div> </div> </div> <div class="l-header__menu"> <ul class="menu menu--main"> <li class="menu__item has-subnav is-active-trail is-expanded"> <span class="menu__link has-subnav is-active-trail is-expanded" title="Research">Research</span> <ul class="menu menu__subnav"> <li class="menu__item has-subnav is-active-trail is-expanded"> <a href="/scientific-discovery" class="menu__link has-subnav is-active-trail is-expanded" data-drupal-link-system-path="taxonomy/term/39">Scientific Discovery</a> <ul class="menu menu__subnav"> <li class="menu__item has-subnav is-expanded"> <a href="/biology" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/93">Biology</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/chemical-biology" class="menu__link" data-drupal-link-system-path="taxonomy/term/251">Chemical Biology</a> </li> <li class="menu__item"> <a href="/computational-biology" class="menu__link" data-drupal-link-system-path="taxonomy/term/886">Computational Biology</a> </li> <li class="menu__item"> <a href="/ecosystem-science" class="menu__link" data-drupal-link-system-path="taxonomy/term/72">Ecosystem Science</a> </li> <li class="menu__item has-subnav is-expanded"> <a href="/human-health" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/157">Human Health</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/cancer-biology" class="menu__link" data-drupal-link-system-path="taxonomy/term/243">Cancer Biology</a> </li> <li class="menu__item"> <a href="/exposure-science-pathogen-biology" class="menu__link" data-drupal-link-system-path="taxonomy/term/246">Exposure Science &amp; Pathogen Biology</a> </li> <li class="menu__item"> <a href="/metabolic-inflammatory-diseases" class="menu__link">Metabolic Inflammatory Diseases</a> </li> </ul> </li> <li class="menu__item has-subnav is-expanded"> <a href="/integrative-omics" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/97">Integrative Omics</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/advanced-metabolomics" class="menu__link" data-drupal-link-system-path="taxonomy/term/249">Advanced Metabolomics</a> </li> <li class="menu__item"> <a href="/chemical-biology" class="menu__link" data-drupal-link-system-path="taxonomy/term/251">Chemical Biology</a> </li> <li class="menu__item"> <a href="/mass-spectrometry-based-measurement-technologies" class="menu__link" data-drupal-link-system-path="taxonomy/term/253">Mass Spectrometry-Based Measurement Technologies</a> </li> <li class="menu__item"> <a href="/spatial-and-single-cell-proteomics" class="menu__link" data-drupal-link-system-path="taxonomy/term/250">Spatial and Single-Cell Proteomics</a> </li> <li class="menu__item"> <a href="/structural-biology" class="menu__link" data-drupal-link-system-path="taxonomy/term/252">Structural Biology</a> </li> </ul> </li> <li class="menu__item has-subnav is-expanded"> <a href="/microbiome-science" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/103">Microbiome Science</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/biofuels-bioproducts" class="menu__link" data-drupal-link-system-path="taxonomy/term/248">Biofuels &amp; Bioproducts</a> </li> <li class="menu__item"> <a href="/human-microbiome" class="menu__link" data-drupal-link-system-path="taxonomy/term/242">Human Microbiome</a> </li> <li class="menu__item"> <a href="/soil-microbiome" class="menu__link" data-drupal-link-system-path="taxonomy/term/241">Soil Microbiome</a> </li> <li class="menu__item"> <a href="/synthetic-biology" class="menu__link" data-drupal-link-system-path="taxonomy/term/247">Synthetic Biology</a> </li> </ul> </li> </ul> </li> <li class="menu__item has-subnav is-expanded"> <a href="/chemistry" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/42">Chemistry</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/computational-chemistry" class="menu__link" data-drupal-link-system-path="taxonomy/term/1003">Computational Chemistry</a> </li> <li class="menu__item"> <a href="/chemical-separations" class="menu__link" data-drupal-link-system-path="taxonomy/term/2581">Chemical Separations</a> </li> <li class="menu__item"> <a href="/chemical-physics" class="menu__link" data-drupal-link-system-path="taxonomy/term/174">Chemical Physics</a> </li> <li class="menu__item"> <a href="/catalysis" class="menu__link" data-drupal-link-system-path="taxonomy/term/45">Catalysis</a> </li> </ul> </li> <li class="menu__item has-subnav is-expanded"> <a href="/earth-coastal-science" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/60">Earth &amp; Coastal Sciences</a> <ul class="menu menu__subnav"> <li class="menu__item has-subnav is-expanded"> <a href="/atmospheric-science" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/884">Atmospheric Science</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/atmospheric-aerosols" class="menu__link" data-drupal-link-system-path="taxonomy/term/964">Atmospheric Aerosols</a> </li> <li class="menu__item"> <a href="/human-earth-system-interactions" class="menu__link" data-drupal-link-system-path="taxonomy/term/891">Human-Earth System Interactions</a> </li> <li class="menu__item"> <a href="/modeling-earth-systems" class="menu__link" data-drupal-link-system-path="taxonomy/term/890">Modeling Earth Systems</a> </li> </ul> </li> <li class="menu__item"> <a href="/coastal-science" class="menu__link" data-drupal-link-system-path="taxonomy/term/75">Coastal Science</a> </li> <li class="menu__item"> <a href="/ecosystem-science" class="menu__link" data-drupal-link-system-path="taxonomy/term/72">Ecosystem Science</a> </li> <li class="menu__item"> <a href="/plant-science" class="menu__link" data-drupal-link-system-path="taxonomy/term/156">Plant Science</a> </li> <li class="menu__item"> <a href="/subsurface-science" class="menu__link" data-drupal-link-system-path="taxonomy/term/69">Subsurface Science</a> </li> <li class="menu__item"> <a href="/terrestrial-aquatics" class="menu__link" data-drupal-link-system-path="taxonomy/term/66">Terrestrial Aquatics</a> </li> </ul> </li> <li class="menu__item has-subnav is-expanded"> <a href="/materials-sciences" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/48">Materials Sciences</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/materials-extreme-environments" class="menu__link" data-drupal-link-system-path="taxonomy/term/173">Materials in Extreme Environments</a> </li> <li class="menu__item"> <a href="/precision-materials-design" class="menu__link" data-drupal-link-system-path="taxonomy/term/172">Precision Materials by Design</a> </li> <li class="menu__item"> <a href="/science-interfaces" class="menu__link" data-drupal-link-system-path="taxonomy/term/171">Science of Interfaces</a> </li> <li class="menu__item has-subnav is-expanded"> <a href="/solid-phase-processing" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/163">Solid Phase Processing</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/cold-spray" class="menu__link" data-drupal-link-system-path="taxonomy/term/1002">Cold Spray</a> </li> <li class="menu__item"> <a href="/friction-stir-welding-processing" class="menu__link" data-drupal-link-system-path="taxonomy/term/999">Friction Stir Welding &amp; Processing</a> </li> <li class="menu__item"> <a href="/shape" class="menu__link" data-drupal-link-system-path="taxonomy/term/998">ShAPE</a> </li> </ul> </li> </ul> </li> <li class="menu__item has-subnav is-expanded"> <a href="/nuclear-particle-physics" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/107">Nuclear &amp; Particle Physics</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/dark-matter" class="menu__link" data-drupal-link-system-path="taxonomy/term/111">Dark Matter</a> </li> <li class="menu__item"> <a href="/flavor-physics" class="menu__link" data-drupal-link-system-path="taxonomy/term/206">Flavor Physics</a> </li> <li class="menu__item"> <a href="/fusion-energy-science" class="menu__link" data-drupal-link-system-path="taxonomy/term/287">Fusion Energy Science</a> </li> <li class="menu__item"> <a href="/neutrino-physics" class="menu__link" data-drupal-link-system-path="taxonomy/term/113">Neutrino Physics</a> </li> </ul> </li> <li class="menu__item is-active-trail"> <a href="/quantum-information-sciences" class="menu__link is-active-trail is-active" data-drupal-link-system-path="taxonomy/term/268">Quantum Information Sciences</a> </li> </ul> </li> <li class="menu__item has-subnav is-expanded"> <a href="/sustainable-energy" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/41">Sustainable Energy</a> <ul class="menu menu__subnav"> <li class="menu__item has-subnav is-expanded"> <a href="/electric-grid-modernization" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/53">Electric Grid Modernization</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/emergency-response" class="menu__link" data-drupal-link-system-path="taxonomy/term/65">Emergency Response</a> </li> <li class="menu__item has-subnav is-expanded"> <a href="/grid-analytics" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/59">Grid Analytics</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/AGM" class="menu__link" data-drupal-link-system-path="node/56441">AGM Program</a> </li> <li class="menu__item"> <a href="/grid-modeling-tools-and-capabilities" class="menu__link">Tools and Capabilities</a> </li> </ul> </li> <li class="menu__item"> <a href="/grid-architecture" class="menu__link" data-drupal-link-system-path="taxonomy/term/57">Grid Architecture</a> </li> <li class="menu__item"> <a href="/grid-cybersecurity" class="menu__link" data-drupal-link-system-path="taxonomy/term/62">Grid Cybersecurity</a> </li> <li class="menu__item"> <a href="/grid-energy-storage" class="menu__link" data-drupal-link-system-path="taxonomy/term/168">Grid Energy Storage</a> </li> <li class="menu__item has-subnav is-expanded"> <a href="/grid-resilience-and-decarbonization" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/892">Grid Resilience and Decarbonization</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/earth-system-modeling" class="menu__link" data-drupal-link-system-path="taxonomy/term/996">Earth System Modeling</a> </li> <li class="menu__item"> <a href="/energy-system-modeling" class="menu__link" data-drupal-link-system-path="taxonomy/term/889">Energy System Modeling</a> </li> </ul> </li> <li class="menu__item"> <a href="/transmission" class="menu__link" data-drupal-link-system-path="taxonomy/term/158">Transmission</a> </li> <li class="menu__item"> <a href="/distribution" class="menu__link" data-drupal-link-system-path="taxonomy/term/55">Distribution</a> </li> </ul> </li> <li class="menu__item has-subnav is-expanded"> <a href="/energy-efficiency" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/112">Energy Efficiency</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/appliance-and-equipment-standards" class="menu__link" data-drupal-link-system-path="taxonomy/term/261">Appliance and Equipment Standards</a> </li> <li class="menu__item"> <a href="/building-energy-codes" class="menu__link" data-drupal-link-system-path="taxonomy/term/233">Building Energy Codes</a> </li> <li class="menu__item has-subnav is-expanded"> <a href="/building-technologies" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/237">Building Technologies</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/advanced-building-controls" class="menu__link" data-drupal-link-system-path="taxonomy/term/661">Advanced Building Controls</a> </li> <li class="menu__item"> <a href="/advanced-lighting" class="menu__link" data-drupal-link-system-path="taxonomy/term/120">Advanced Lighting</a> </li> <li class="menu__item"> <a href="/building-grid-integration" class="menu__link" data-drupal-link-system-path="taxonomy/term/114">Building-Grid Integration</a> </li> </ul> </li> <li class="menu__item is-collapsed"> <a href="/building-and-grid-modeling" class="menu__link is-collapsed">Building and Grid Modeling</a> </li> <li class="menu__item is-collapsed"> <a href="/commercial-buildings" class="menu__link is-collapsed" data-drupal-link-system-path="taxonomy/term/254">Commercial Buildings</a> </li> <li class="menu__item has-subnav is-expanded"> <a href="/federal-buildings" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/116">Federal Buildings</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/federal-performance-optimization" class="menu__link" data-drupal-link-system-path="taxonomy/term/266">Federal Performance Optimization</a> </li> <li class="menu__item"> <a href="/resilience-and-security" class="menu__link" data-drupal-link-system-path="taxonomy/term/264">Resilience and Security</a> </li> </ul> </li> <li class="menu__item"> <a href="/grid-resilience-and-decarbonization" class="menu__link" data-drupal-link-system-path="taxonomy/term/892">Grid Resilience and Decarbonization</a> </li> <li class="menu__item has-subnav is-expanded"> <a href="/residential-buildings" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/257">Residential Buildings</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/building-america-solution-center" class="menu__link" data-drupal-link-system-path="taxonomy/term/265">Building America Solution Center</a> </li> <li class="menu__item"> <a href="/energy-efficient-technology-integration" class="menu__link" data-drupal-link-system-path="taxonomy/term/259">Energy Efficient Technology Integration</a> </li> <li class="menu__item"> <a href="/home-energy-score" class="menu__link" data-drupal-link-system-path="taxonomy/term/258">Home Energy Score</a> </li> </ul> </li> <li class="menu__item"> <a href="/energy-efficient-technology-integration" class="menu__link" data-drupal-link-system-path="taxonomy/term/259">Energy Efficient Technology Integration</a> </li> </ul> </li> <li class="menu__item has-subnav is-expanded"> <a href="/energy-storage" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/167">Energy Storage</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/electrochemical-energy-storage" class="menu__link" data-drupal-link-system-path="taxonomy/term/878">Electrochemical Energy Storage</a> </li> <li class="menu__item"> <a href="/flexible-loads-and-generation" class="menu__link" data-drupal-link-system-path="taxonomy/term/879">Flexible Loads and Generation</a> </li> <li class="menu__item"> <a href="/grid-integration-controls-and-architecture" class="menu__link" data-drupal-link-system-path="taxonomy/term/883">Grid Integration, Controls, and Architecture</a> </li> <li class="menu__item"> <a href="/regulation-policy-and-valuation" class="menu__link" data-drupal-link-system-path="taxonomy/term/882">Regulation, Policy, and Valuation</a> </li> <li class="menu__item"> <a href="/science-supporting-energy-storage" class="menu__link" data-drupal-link-system-path="taxonomy/term/880">Science Supporting Energy Storage</a> </li> <li class="menu__item"> <a href="/chemical-energy-storage" class="menu__link" data-drupal-link-system-path="taxonomy/term/881">Chemical Energy Storage</a> </li> </ul> </li> <li class="menu__item has-subnav is-expanded"> <a href="/environmental-management" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/121">Environmental Management</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/waste-processing" class="menu__link" data-drupal-link-system-path="taxonomy/term/123">Waste Processing</a> </li> <li class="menu__item"> <a href="/radiation-measurement" class="menu__link" data-drupal-link-system-path="taxonomy/term/124">Radiation Measurement</a> </li> <li class="menu__item"> <a href="/environmental-remediation" class="menu__link" data-drupal-link-system-path="taxonomy/term/122">Environmental Remediation</a> </li> </ul> </li> <li class="menu__item has-subnav is-expanded"> <a href="/fossil-energy" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/94">Fossil Energy</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/subsurface-energy-systems" class="menu__link" data-drupal-link-system-path="taxonomy/term/96">Subsurface Energy Systems</a> </li> <li class="menu__item has-subnav is-expanded"> <a href="/carbon-management" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/664">Carbon Management</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/carbon-capture" class="menu__link" data-drupal-link-system-path="taxonomy/term/665">Carbon Capture</a> </li> <li class="menu__item"> <a href="/carbon-storage" class="menu__link" data-drupal-link-system-path="taxonomy/term/667">Carbon Storage</a> </li> <li class="menu__item"> <a href="/carbon-utilization" class="menu__link" data-drupal-link-system-path="taxonomy/term/666">Carbon Utilization</a> </li> </ul> </li> <li class="menu__item"> <a href="/advanced-hydrocarbon-conversion" class="menu__link" data-drupal-link-system-path="taxonomy/term/98">Advanced Hydrocarbon Conversion</a> </li> </ul> </li> <li class="menu__item has-subnav is-expanded"> <a href="/nuclear-energy" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/100">Nuclear Energy</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/fuel-cycle-research" class="menu__link" data-drupal-link-system-path="taxonomy/term/108">Fuel Cycle Research</a> </li> <li class="menu__item"> <a href="/advanced-reactors" class="menu__link" data-drupal-link-system-path="taxonomy/term/110">Advanced Reactors</a> </li> <li class="menu__item"> <a href="/reactor-operations" class="menu__link" data-drupal-link-system-path="taxonomy/term/104">Reactor Operations</a> </li> <li class="menu__item"> <a href="/reactor-licensing" class="menu__link" data-drupal-link-system-path="taxonomy/term/102">Reactor Licensing</a> </li> </ul> </li> <li class="menu__item has-subnav is-expanded"> <a href="/renewable-energy" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/71">Renewable Energy</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/solar-energy" class="menu__link" data-drupal-link-system-path="taxonomy/term/83">Solar Energy</a> </li> <li class="menu__item has-subnav is-expanded"> <a href="/wind-energy" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/74">Wind Energy</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/wind-resource-characterization" class="menu__link" data-drupal-link-system-path="taxonomy/term/236">Wind Resource Characterization</a> </li> <li class="menu__item"> <a href="/wildlife-and-wind" class="menu__link" data-drupal-link-system-path="taxonomy/term/224">Wildlife and Wind</a> </li> <li class="menu__item"> <a href="/community-values-and-ocean-co-use" class="menu__link" data-drupal-link-system-path="taxonomy/term/2761">Community Values and Ocean Co-Use</a> </li> <li class="menu__item"> <a href="/wind-systems-integration" class="menu__link" data-drupal-link-system-path="taxonomy/term/2716">Wind Systems Integration</a> </li> <li class="menu__item"> <a href="/wind-data-management" class="menu__link" data-drupal-link-system-path="taxonomy/term/225">Wind Data Management</a> </li> <li class="menu__item is-collapsed"> <a href="/distributed-wind" class="menu__link is-collapsed" data-drupal-link-system-path="taxonomy/term/260">Distributed Wind</a> </li> </ul> </li> <li class="menu__item"> <a href="/energy-equity-health" class="menu__link" data-drupal-link-system-path="taxonomy/term/885">Energy Equity &amp; Health</a> </li> <li class="menu__item has-subnav is-expanded"> <a href="/marine-energy" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/217">Marine Energy</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/environmental-monitoring-marine-energy" class="menu__link" data-drupal-link-system-path="taxonomy/term/231">Environmental Monitoring for Marine Energy</a> </li> <li class="menu__item"> <a href="/marine-biofouling-and-corrosion" class="menu__link" data-drupal-link-system-path="taxonomy/term/219">Marine Biofouling and Corrosion</a> </li> <li class="menu__item"> <a href="/marine-energy-resource-characterization" class="menu__link" data-drupal-link-system-path="taxonomy/term/239">Marine Energy Resource Characterization</a> </li> <li class="menu__item"> <a href="/testing-marine-energy" class="menu__link" data-drupal-link-system-path="taxonomy/term/230">Testing for Marine Energy</a> </li> <li class="menu__item"> <a href="/blue-economy" class="menu__link" data-drupal-link-system-path="taxonomy/term/218">The Blue Economy</a> </li> </ul> </li> <li class="menu__item has-subnav is-expanded"> <a href="/hydropower" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/211">Hydropower</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/environmental-performance-hydropower" class="menu__link" data-drupal-link-system-path="taxonomy/term/213">Environmental Performance of Hydropower</a> </li> <li class="menu__item"> <a href="/hydropower-cybersecurity-and-digitalization" class="menu__link" data-drupal-link-system-path="taxonomy/term/214">Hydropower Cybersecurity and Digitalization</a> </li> <li class="menu__item"> <a href="/hydropower-and-electric-grid" class="menu__link" data-drupal-link-system-path="taxonomy/term/212">Hydropower and the Electric Grid</a> </li> <li class="menu__item"> <a href="/materials-science-hydropower" class="menu__link" data-drupal-link-system-path="taxonomy/term/215">Materials Science for Hydropower</a> </li> <li class="menu__item"> <a href="/pumped-storage-hydropower" class="menu__link" data-drupal-link-system-path="taxonomy/term/984">Pumped Storage Hydropower</a> </li> <li class="menu__item"> <a href="/water-hydropower-planning" class="menu__link" data-drupal-link-system-path="taxonomy/term/216">Water + Hydropower Planning</a> </li> </ul> </li> <li class="menu__item"> <a href="/grid-integration-renewable-energy" class="menu__link" data-drupal-link-system-path="taxonomy/term/888">Grid Integration of Renewable Energy</a> </li> <li class="menu__item"> <a href="/geothermal-energy" class="menu__link" data-drupal-link-system-path="taxonomy/term/80">Geothermal Energy</a> </li> </ul> </li> <li class="menu__item has-subnav is-expanded"> <a href="/transportation" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/86">Transportation</a> <ul class="menu menu__subnav"> <li class="menu__item has-subnav is-expanded"> <a href="/bioenergy-technologies" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/88">Bioenergy Technologies</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/algal-biofuels" class="menu__link" data-drupal-link-system-path="taxonomy/term/228">Algal Biofuels</a> </li> <li class="menu__item"> <a href="/aviation-biofuels" class="menu__link" data-drupal-link-system-path="taxonomy/term/227">Aviation Biofuels</a> </li> <li class="menu__item"> <a href="/waste-energy-and-products" class="menu__link" data-drupal-link-system-path="taxonomy/term/229">Waste-to-Energy and Products</a> </li> </ul> </li> <li class="menu__item"> <a href="/hydrogen-fuel-cells" class="menu__link" data-drupal-link-system-path="taxonomy/term/92">Hydrogen &amp; Fuel Cells</a> </li> <li class="menu__item has-subnav is-expanded"> <a href="/vehicle-technologies" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/90">Vehicle Technologies</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/emission-control" class="menu__link" data-drupal-link-system-path="taxonomy/term/222">Emission Control</a> </li> <li class="menu__item"> <a href="/energy-efficient-mobility-systems" class="menu__link" data-drupal-link-system-path="taxonomy/term/221">Energy-Efficient Mobility Systems</a> </li> <li class="menu__item"> <a href="/lightweight-materials" class="menu__link" data-drupal-link-system-path="taxonomy/term/223">Lightweight Materials</a> </li> <li class="menu__item"> <a href="/vehicle-electrification" class="menu__link" data-drupal-link-system-path="taxonomy/term/220">Vehicle Electrification</a> </li> <li class="menu__item"> <a href="/vehicle-grid-integration" class="menu__link" data-drupal-link-system-path="taxonomy/term/2424">Vehicle Grid Integration</a> </li> </ul> </li> </ul> </li> </ul> </li> <li class="menu__item has-subnav is-expanded"> <a href="/national-security" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/40">National Security</a> <ul class="menu menu__subnav"> <li class="menu__item has-subnav is-expanded"> <a href="/chemical-biothreat-signatures" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/978">Chemical &amp; Biothreat Signatures</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/contraband-detection" class="menu__link" data-drupal-link-system-path="taxonomy/term/977">Contraband Detection</a> </li> <li class="menu__item"> <a href="/pathogen-science-detection" class="menu__link" data-drupal-link-system-path="taxonomy/term/971">Pathogen Science &amp; Detection</a> </li> <li class="menu__item"> <a href="/explosives-detection" class="menu__link" data-drupal-link-system-path="taxonomy/term/64">Explosives Detection</a> </li> <li class="menu__item"> <a href="/threat-agnostic-biodefense" class="menu__link" data-drupal-link-system-path="taxonomy/term/992">Threat-Agnostic Biodefense</a> </li> </ul> </li> <li class="menu__item has-subnav is-expanded"> <a href="/cybersecurity" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/43">Cybersecurity</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/discovery-and-insight" class="menu__link" data-drupal-link-system-path="taxonomy/term/267">Discovery and Insight</a> </li> <li class="menu__item"> <a href="/proactive-defense" class="menu__link" data-drupal-link-system-path="taxonomy/term/269">Proactive Defense</a> </li> <li class="menu__item"> <a href="/trusted-systems" class="menu__link" data-drupal-link-system-path="taxonomy/term/270">Trusted Systems</a> </li> </ul> </li> <li class="menu__item"> <a href="/nuclear-material-science" class="menu__link" data-drupal-link-system-path="taxonomy/term/974">Nuclear Material Science</a> </li> <li class="menu__item has-subnav is-expanded"> <a href="/nuclear-nonproliferation" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/52">Nuclear Nonproliferation</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/radiological-nuclear-detection" class="menu__link" data-drupal-link-system-path="taxonomy/term/70">Radiological &amp; Nuclear Detection</a> </li> <li class="menu__item"> <a href="/nuclear-forensics" class="menu__link" data-drupal-link-system-path="taxonomy/term/970">Nuclear Forensics</a> </li> <li class="menu__item"> <a href="/ultra-sensitive-nuclear-measurements" class="menu__link" data-drupal-link-system-path="taxonomy/term/987">Ultra-Sensitive Nuclear Measurements</a> </li> <li class="menu__item"> <a href="/nuclear-explosion-monitoring" class="menu__link" data-drupal-link-system-path="taxonomy/term/991">Nuclear Explosion Monitoring</a> </li> <li class="menu__item"> <a href="/global-nuclear-radiological-security" class="menu__link" data-drupal-link-system-path="taxonomy/term/997">Global Nuclear &amp; Radiological Security</a> </li> </ul> </li> <li class="menu__item has-subnav is-expanded"> <a href="/stakeholder-engagement" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/54">Stakeholder Engagement</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/disaster-recovery" class="menu__link" data-drupal-link-system-path="taxonomy/term/981">Disaster Recovery</a> </li> <li class="menu__item"> <a href="/global-collaborations" class="menu__link" data-drupal-link-system-path="taxonomy/term/982">Global Collaborations</a> </li> <li class="menu__item"> <a href="/legislative-and-regulatory-analysis" class="menu__link" data-drupal-link-system-path="taxonomy/term/983">Legislative and Regulatory Analysis</a> </li> <li class="menu__item"> <a href="/technical-training" class="menu__link" data-drupal-link-system-path="taxonomy/term/56">Technical Training</a> </li> </ul> </li> <li class="menu__item has-subnav is-expanded"> <a href="/systems-integration-deployment" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/968">Systems Integration &amp; Deployment</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/additive-manufacturing" class="menu__link" data-drupal-link-system-path="taxonomy/term/976">Additive Manufacturing</a> </li> <li class="menu__item"> <a href="/deployed-technologies" class="menu__link" data-drupal-link-system-path="taxonomy/term/990">Deployed Technologies</a> </li> <li class="menu__item"> <a href="/rapid-prototyping" class="menu__link" data-drupal-link-system-path="taxonomy/term/975">Rapid Prototyping</a> </li> <li class="menu__item"> <a href="/systems-engineering" class="menu__link" data-drupal-link-system-path="taxonomy/term/986">Systems Engineering</a> </li> </ul> </li> <li class="menu__item has-subnav is-expanded"> <a href="/threat-analysis" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/969">Threat Analysis</a> <ul class="menu menu__subnav"> <li class="menu__item has-subnav is-expanded"> <a href="/advanced-wireless-security" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/980">Advanced Wireless Security</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/5g-security" class="menu__link" data-drupal-link-system-path="taxonomy/term/979">5G Security</a> </li> <li class="menu__item"> <a href="/rf-signal-detection-exploitation" class="menu__link" data-drupal-link-system-path="taxonomy/term/989">RF Signal Detection &amp; Exploitation</a> </li> </ul> </li> <li class="menu__item"> <a href="/climate-security" class="menu__link" data-drupal-link-system-path="taxonomy/term/988">Climate Security</a> </li> <li class="menu__item"> <a href="/grid-resilience-and-decarbonization" class="menu__link" data-drupal-link-system-path="taxonomy/term/892">Grid Resilience and Decarbonization</a> </li> <li class="menu__item"> <a href="/internet-things" class="menu__link" data-drupal-link-system-path="taxonomy/term/972">Internet of Things</a> </li> <li class="menu__item"> <a href="/maritime-security" class="menu__link" data-drupal-link-system-path="taxonomy/term/1004">Maritime Security</a> </li> <li class="menu__item"> <a href="/millimeter-wave" class="menu__link" data-drupal-link-system-path="taxonomy/term/2783">Millimeter Wave</a> </li> </ul> </li> </ul> </li> <li class="menu__item has-subnav is-expanded"> <a href="/data-science-computing" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/78">Data Science &amp; Computing</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/artificial-intelligence" class="menu__link" data-drupal-link-system-path="taxonomy/term/208">Artificial Intelligence</a> </li> <li class="menu__item"> <a href="/graph-and-data-analytics" class="menu__link" data-drupal-link-system-path="taxonomy/term/81">Graph and Data Analytics</a> </li> <li class="menu__item"> <a href="/software-engineering" class="menu__link" data-drupal-link-system-path="taxonomy/term/85">Software Engineering</a> </li> <li class="menu__item"> <a href="/computational-mathematics-statistics" class="menu__link" data-drupal-link-system-path="taxonomy/term/89">Computational Mathematics &amp; Statistics</a> </li> <li class="menu__item has-subnav is-expanded"> <a href="/high-performance-computing" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="taxonomy/term/160">High-Performance Computing</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/adaptive-autonomous-systems" class="menu__link" data-drupal-link-system-path="taxonomy/term/2782">Adaptive Autonomous Systems</a> </li> </ul> </li> <li class="menu__item"> <a href="/visual-analytics" class="menu__link" data-drupal-link-system-path="taxonomy/term/84">Visual Analytics</a> </li> </ul> </li> <li class="menu__item"> <a href="/lab-objectives" class="menu__link" data-drupal-link-system-path="node/22">Lab Objectives</a> </li> <li class="menu__item"> <a href="/publications-reports" class="menu__link" data-drupal-link-system-path="node/28">Publications &amp; Reports</a> </li> <li class="menu__item"> <a href="/featured-research" class="menu__link" data-drupal-link-system-path="node/68041">Featured Research</a> </li> </ul> </li> <li class="menu__item has-subnav is-expanded"> <span class="single-column menu__link has-subnav is-expanded" title="People">People</span> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/inventors" title="Inventors" class="menu__link" data-drupal-link-system-path="node/181">Inventors</a> </li> <li class="menu__item is-collapsed"> <a href="/diversity-inclusion" class="always-collapsed menu__link is-collapsed" title="Diversity" data-drupal-link-system-path="node/169">Diversity, Equity, Inclusion &amp; Accessibility</a> </li> <li class="menu__item"> <a href="/lab-leadership" title="Lab Leadership" class="menu__link" data-drupal-link-system-path="node/170">Lab Leadership</a> </li> <li class="menu__item"> <a href="/senior-research-fellows" class="menu__link" data-drupal-link-system-path="node/1272">Lab Fellows</a> </li> <li class="menu__item"> <a href="/staff-accomplishments" class="menu__link" data-drupal-link-system-path="node/57175">Staff Accomplishments</a> </li> </ul> </li> <li class="menu__item has-subnav is-expanded"> <span class="menu__link has-subnav is-expanded" title="Partner with PNNL">Partner with PNNL</span> <ul class="menu menu__subnav"> <li class="menu__item has-subnav is-expanded"> <a href="/education" title="Education partnerships at PNNL" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="node/171">Education</a> <ul class="menu menu__subnav"> <li class="menu__item is-collapsed"> <a href="/undergraduate-students" class="menu__link is-collapsed" data-drupal-link-system-path="node/270312">Undergraduate Students</a> </li> <li class="menu__item is-collapsed"> <a href="/graduate-students" class="menu__link is-collapsed" data-drupal-link-system-path="node/270313">Graduate Students</a> </li> <li class="menu__item is-collapsed"> <a href="/post-graduate-students" class="menu__link is-collapsed" data-drupal-link-system-path="node/271166">Post-graduate Students</a> </li> <li class="menu__item is-collapsed"> <a href="/university-faculty" class="menu__link is-collapsed" data-drupal-link-system-path="node/270316">University Faculty</a> </li> <li class="menu__item is-collapsed"> <a href="/university-partnerships" class="menu__link is-collapsed" data-drupal-link-system-path="node/270317">University Partnerships</a> </li> <li class="menu__item is-collapsed"> <a href="/k-12-educators-and-students" class="menu__link is-collapsed" data-drupal-link-system-path="node/270314">K-12 Educators and Students</a> </li> <li class="menu__item has-subnav is-expanded"> <a href="/stem-education" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="node/184">STEM Education</a> <ul class="menu menu__subnav"> <li class="menu__item is-collapsed"> <a href="/stem-workforce-development" class="menu__link is-collapsed" data-drupal-link-system-path="node/59318">STEM Workforce Development</a> </li> <li class="menu__item is-collapsed"> <a href="/stem-outreach" class="menu__link is-collapsed" data-drupal-link-system-path="node/59128">STEM Outreach</a> </li> <li class="menu__item"> <a href="/stem-education/meet-team" class="menu__link" data-drupal-link-system-path="node/59130">Meet the Team</a> </li> </ul> </li> <li class="menu__item"> <a href="/internships" class="menu__link" data-drupal-link-system-path="node/168">Internships</a> </li> </ul> </li> <li class="menu__item has-subnav is-expanded"> <a href="/community" title="Community" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="node/183">Community</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/regional-impact" class="menu__link" data-drupal-link-system-path="node/210451">Regional Impact</a> </li> <li class="menu__item"> <a href="/philanthropy" class="menu__link" data-drupal-link-system-path="node/185">Philanthropy</a> </li> <li class="menu__item"> <a href="/volunteering" class="menu__link" data-drupal-link-system-path="node/187">Volunteering</a> </li> </ul> </li> <li class="menu__item has-subnav is-expanded"> <a href="/industry" title="Industry" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="node/175">Industry</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/available-technologies" class="menu__link" data-drupal-link-system-path="node/60928">Available Technologies</a> </li> <li class="menu__item"> <a href="/industry" class="menu__link" data-drupal-link-system-path="node/175">Industry</a> </li> <li class="menu__item is-collapsed"> <a href="/industry-partnerships" class="menu__link is-collapsed" data-drupal-link-system-path="node/182">Industry Partnerships</a> </li> <li class="menu__item"> <a href="/licensing-technology-transfer" class="menu__link" data-drupal-link-system-path="node/60927">Licensing &amp; Technology Transfer</a> </li> <li class="menu__item"> <a href="/entrepreneurial-leave" class="menu__link" data-drupal-link-system-path="node/176">Entrepreneurial Leave</a> </li> <li class="menu__item"> <a href="/available-technologies/visual-intellectual-property-search-comprehensive-searchable-database" class="menu__link" data-drupal-link-system-path="node/272639">Visual Intellectual Property Search (VIPS)</a> </li> </ul> </li> </ul> </li> <li class="menu__item has-subnav is-expanded"> <span class="menu__link has-subnav is-expanded" title="Facilities">Facilities &amp; Centers</span> <ul class="menu menu__subnav"> <li class="menu__item has-subnav is-expanded"> <a href="/facilities" class="menu__link has-subnav is-expanded" data-drupal-link-system-path="node/50888">All Facilities</a> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/atmospheric-radiation-measurement-user-facility" title="Atmospheric Radiation Measurement Research Facility" class="menu__link" data-drupal-link-system-path="node/155">Atmospheric Radiation Measurement User Facility</a> </li> <li class="menu__item"> <a href="/electricity-infrastructure-operations-center" class="menu__link" title="Electricity Infrastructure Operations Center " data-drupal-link-system-path="node/108">Electricity Infrastructure Operations Center </a> </li> <li class="menu__item"> <a href="/energy-sciences-center" class="menu__link" title="Energy Sciences Center" data-drupal-link-system-path="node/1377">Energy Sciences Center</a> </li> <li class="menu__item"> <a href="/environmental-molecular-sciences-laboratory" class="menu__link" title="Environmental Molecular Sciences Laboratory" data-drupal-link-system-path="node/154">Environmental Molecular Sciences Laboratory</a> </li> <li class="menu__item"> <a href="/grid-storage-launchpad-pnnl" class="menu__link" title="Grid Storage Launchpad" data-drupal-link-system-path="node/57606">Grid Storage Launchpad</a> </li> <li class="menu__item"> <a href="/institute-integrated-catalysis" class="menu__link" title="Institute for Integrated Catalysis" data-drupal-link-system-path="node/50849">Institute for Integrated Catalysis</a> </li> <li class="menu__item"> <a href="/interdiction-technology-and-integration-laboratory" class="menu__link" title="Interdiction Technology and Integration Laboratory" data-drupal-link-system-path="node/67492">Interdiction Technology and Integration Laboratory</a> </li> <li class="menu__item"> <a href="/portland-research-center" class="menu__link" data-drupal-link-system-path="node/270331">PNNL Portland Research Center</a> </li> <li class="menu__item"> <a href="/seattle-research-center" class="menu__link" title="PNNL Seattle Research Center" data-drupal-link-system-path="node/57328">PNNL Seattle Research Center</a> </li> <li class="menu__item"> <a href="/pnnl-sequim" title="PNNL-Sequim (Marine and Coastal Research)" class="menu__link" data-drupal-link-system-path="node/70405">PNNL-Sequim (Marine and Coastal Research)</a> </li> <li class="menu__item"> <a href="/radiochemical-processing-laboratory" class="menu__link" title="Radiochemical Processing Laboratory " data-drupal-link-system-path="node/110">Radiochemical Processing Laboratory </a> </li> <li class="menu__item"> <a href="/shallow-underground-laboratory" class="menu__link" title="Shallow Underground Laboratory " data-drupal-link-system-path="node/105">Shallow Underground Laboratory</a> </li> </ul> </li> </ul> </li> </ul> </div> </div> </div> </div> </header> <div class="l-highlighted"> <div class="l-constrain"> <div data-drupal-messages-fallback class="hidden"></div> </div> </div> <main id="main" class="main" role="main" tabindex="-1"> <div class="l-preface"> <div class="l-constrain"> </div> </div> <div class="l-content"> <div class="l-sidebar has-sidebar "> <div class="l-constrain"> <div class="l-sidebar__full"> <nav class="breadcrumb " role="navigation" aria-labelledby="breadcrumb-label"> <h2 class="breadcrumb__title visually-hidden" id="breadcrumb-label">Breadcrumb</h2> <ol class="breadcrumb__list"> <li class="breadcrumb__item"> Research </li> <li class="breadcrumb__item"> <a class="breadcrumb__link" href="/scientific-discovery">Scientific Discovery</a> </li> <li class="breadcrumb__item"> Quantum Information Sciences </li> </ol> </nav> </div> </div> <div class="l-sidebar__full-bleed"> <div class="l-constrain l-constrain--full-bleed"> <div class="hero-bg-image " style="background-image: url(/sites/default/files/styles/banner/public/media/image/PNNL.QuantumGENERAL.HERO1_.3750x1250.jpg?h=d07c593c&amp;itok=Ei74gTuz);"> <div class="hero-bg-image__content"> <div class="hero-bg-image__content-inner"> <h1 class="hero-bg-image__title"><div class="tex2jax_process"><p>Quantum<br /> Information<br /> Sciences</p> </div></h1> <h3 class="hero-bg-image__subtitle"><div class="tex2jax_process"><p>Setting the stage for a quantum<br /> computing revolution</p> </div></h3> </div> </div> </div> </div> </div> <div class="l-constrain"> </div> <div class="l-constrain l-constrain--narrow"> <div class="l-sidebar__wrapper"> <aside class="l-sidebar__sidebar"> <div id="block-research-topic-sidebar-nav" class="local-menu-block"> <button class="local-menu-block__mobile-button">Section Menu</button> <div class="local-menu-block__content"> <ul class="menu menu--main"> <li class="menu__item has-subnav is-active-trail is-expanded"> <a href="/scientific-discovery" class="menu__link has-subnav is-active-trail is-expanded" data-drupal-link-system-path="taxonomy/term/39">Scientific Discovery</a> <ul class="menu menu__subnav"> <li class="menu__item is-expanded"> <a href="/biology" class="menu__link is-expanded" data-drupal-link-system-path="taxonomy/term/93">Biology</a> </li> <li class="menu__item is-expanded"> <a href="/chemistry" class="menu__link is-expanded" data-drupal-link-system-path="taxonomy/term/42">Chemistry</a> </li> <li class="menu__item is-expanded"> <a href="/earth-coastal-science" class="menu__link is-expanded" data-drupal-link-system-path="taxonomy/term/60">Earth &amp; Coastal Sciences</a> </li> <li class="menu__item is-expanded"> <a href="/materials-sciences" class="menu__link is-expanded" data-drupal-link-system-path="taxonomy/term/48">Materials Sciences</a> </li> <li class="menu__item is-expanded"> <a href="/nuclear-particle-physics" class="menu__link is-expanded" data-drupal-link-system-path="taxonomy/term/107">Nuclear &amp; Particle Physics</a> </li> <li class="menu__item is-active-trail"> <a href="/quantum-information-sciences" class="menu__link is-active-trail is-active" data-drupal-link-system-path="taxonomy/term/268">Quantum Information Sciences</a> </li> </ul> </li> <li class="menu__item is-expanded"> <a href="/sustainable-energy" class="menu__link is-expanded" data-drupal-link-system-path="taxonomy/term/41">Sustainable Energy</a> </li> <li class="menu__item is-expanded"> <a href="/national-security" class="menu__link is-expanded" data-drupal-link-system-path="taxonomy/term/40">National Security</a> </li> <li class="menu__item is-expanded"> <a href="/data-science-computing" class="menu__link is-expanded" data-drupal-link-system-path="taxonomy/term/78">Data Science &amp; Computing</a> </li> <li class="menu__item"> <a href="/lab-objectives" class="menu__link" data-drupal-link-system-path="node/22">Lab Objectives</a> </li> <li class="menu__item"> <a href="/publications-reports" class="menu__link" data-drupal-link-system-path="node/28">Publications &amp; Reports</a> </li> <li class="menu__item"> <a href="/featured-research" class="menu__link" data-drupal-link-system-path="node/68041">Featured Research</a> </li> </ul> </div> </div> <div id="block-pnnllistinglinkblock" class="menu-block"> <div class="menu-block__content"> <ul class="menu menu--listing-links"><li class="menu__item"><a href="/news?news%5B0%5D=research-topic%3A268" class="news">News & Updates</a></li><li class="menu__item"><a href="/events?events%5B0%5D=research-topic%3A268" class="events">Attend a Quantum Information Sciences Event</a></li><li class="menu__item"><a href="/publications-reports?publications%5B0%5D=research-topic%3A268" class="publications-reports">Publications</a></li><li class="menu__item"><a href="/projects?projects%5B0%5D=research-topic%3A268" class="projects">Projects</a></li><li class="menu__item"><a href="/explainer-articles?explainer-articles%5B0%5D=research-topic%3A268" class="explainer-articles">Explainer Articles</a></li></ul> </div> </div> <div class="related-people"> <h4 class="related-people-heading"> </h4> <div class="related-people-list" > </div> </div> </aside> <div class="l-sidebar__main"> <section class="paragraph paragraph--type-content-embed paragraph--display-mode-default l-section"> <div class="l-section__content"> <div class="custom-table"><div class="tex2jax_process"><p><span><span><span>Quantum computing is expected to revolutionize our ability to solve difficult problems that are beyond the scope of today鈥檚 computers. Many of these problems are central to PNNL core mission areas in <a href="https://www.pnnl.gov/chemistry">chemistry</a>, <a href="https://www.pnnl.gov/materials-science">materials science</a>, and <a href="https://www.pnnl.gov/energy-resiliency">energy resiliency</a>.</span></span></span></p> <div data-embed-button="video_entity_embed" data-entity-embed-display="view_mode:media.wysiwyg" data-entity-embed-display-settings="{&quot;link_url&quot;:&quot;&quot;,&quot;link_url_target&quot;:0}" data-entity-type="media" data-entity-uuid="0c224f9e-295f-4349-aded-c631365b7a24" data-langcode="en" class="align-center embedded-entity"><div class="js-hide-caption"> <iframe src="/media/oembed?url=https%3A//www.youtube.com/watch%3Fv%3DwC8FPr2NbKU&amp;max_width=854&amp;max_height=480&amp;hash=Br-wD_w0odJ0pj47hLnRD3rUCr7HX2TjnzTV-b0p84M" frameborder="0" allowtransparency="" width="854" height="480" class="media-oembed-content" title="Meet PNNL physicist Christian Boutan, PhD"></iframe> </div></div> <p><span><span><span>Research that supports quantum computing, simulation, communication, and sensing is at the core of PNNL鈥檚 quantum information science (QIS) strategy. Our approach is one of co-design, where advances in the fundamental understanding of quantum phenomena lead to more robust quantum computing infrastructure, which leads to better problem solving in a cycle of continuous improvement. <a href="https://www.pnnl.gov/news-media/pnnl-contribute-expertise-three-national-quantum-information-science-research-centers">This expertise has been harnessed</a> by three DOE-sponsored <a href="https://science.osti.gov/Initiatives/QIS/QIS-Centers">QIS Research Centers</a>. Broadly, our efforts are focused on complementary and interdependent activities.</span></span></span></p> <h2><span><span><span>Quantum algorithms and software implementations </span></span></span></h2> <p><span><span><span>Existing classical computing approaches are limited in accuracy and efficiency when simulating quantum systems. Quantum chemistry has been identified as a leading application for quantum computing. PNNL is developing quantum computing algorithms and programming models that demonstrate the power of quantum computing with quantum-accelerated applications in advanced materials and catalysts, our traditional areas of strength in energy sciences. Much of this work is built from the backbone of <a href="https://nwchemgit.github.io/">NWChem</a> computational chemistry code.</span></span></span></p> <h2><span><span><span>Materials synthesis and characterization </span></span></span></h2> <p><span><span><span>Quantum computing requires highly tailored, atomically precise materials. <a href="https://www.pnnl.gov/materials-extreme-environments">We are studying the role of chemical and isotopic purity through synthesis, fabrication, and device application</a>. Using PNNL鈥檚 strengths in microscopy and trace analysis, we are conducting material characterization to relate structure and purity to device performance.</span></span></span></p> <h2><span><span><span>Low temperature physics</span></span></span></h2> <p><span><span><span>Cooling of materials to less than one-tenth of a degree above absolute zero is essential for many of the proposed quantum computing architectures. In most cases, devices are operated using adiabatic demagnetization refrigeration (ADR) and 3He/4He dilution refrigeration. At these low temperatures, atoms behave differently. <a href="https://www.pnnl.gov/precision-materials-design">We are studying the behavior of materials of interest to superconducting quantum devices using a suite of advanced analytical instrumentation.</a></span></span></span></p> <h2><span><span><span>Mitigation of environmental effects</span></span></span></h2> <p><span><span><span>This effort builds on PNNL鈥檚 expertise in developing and deploying the world鈥檚 most sensitive radiation detectors constructed from ultra-pure materials. Based on this expertise, PNNL is studying how to mitigate environmental disturbances that affect qubit performance through controlling the materials and environment surrounding qubit devices. We teamed with scientists at MIT, together showing that <a href="https://www.pnnl.gov/news-media/natural-radiation-can-interfere-quantum-computers">superconducting quantum bits are sensitive to cosmic radiation</a>. That research has led to exploration of the <a href="https://www.pnnl.gov/shallow-underground-laboratory">Shallow Underground Laboratory</a> as a potential location for an environmentally shielded quantum computing test bed. </span></span></span></p> <h2><span><span><span>Applying physics to improve QIS devices and sensors</span></span></span></h2> <p><span><span><span>Advancing the development of superconducting quantum computing devices fabricated from well characterized, ultra-precise materials will entail closing the R&amp;D loop with device performance evaluation. PNNL researchers in nuclear and particle physics will draw upon their expertise in sensor performance and operation to assess QIS-oriented superconducting devices to understand and overcome environmental and materials fabrication limitations to operation.</span></span></span></p> <h2><span><span><span>Quantum workforce preparedness</span></span></span></h2> <p><span><span><span>Our commitment to developing a quantum computing infrastructure and workforce is reflected in our robust partnerships with academic and industry leaders in quantum computing. We co-founded the <a href="https://nwquantum.com">Northwest Quantum Nexus</a> (NQN), a coalition of research and industrial organizations in the Pacific Northwest and neighboring regions. Through the NQN, we offer training and internship opportunities in quantum algorithm and software development.</span></span></span></p> <h2><span><span><span>Related content</span></span></span></h2> <table border="1" cellpadding="1" cellspacing="1" style="width: 500px;"><tbody><tr><td colspan="2" style="border-color: white;"> <div data-embed-button="video_entity_embed" data-entity-embed-display="view_mode:media.wysiwyg" data-entity-embed-display-settings="{&quot;link_url&quot;:&quot;&quot;,&quot;link_url_target&quot;:0}" data-entity-type="media" data-entity-uuid="71771941-7a19-4f4b-84a9-cd7a0fa7a4bd" data-langcode="en" class="align-center embedded-entity"><div class="js-hide-caption"> <iframe src="/media/oembed?url=https%3A//www.youtube.com/watch%3Fv%3DeemYV4wV03k&amp;max_width=854&amp;max_height=480&amp;hash=3sLAwvtjwmFXarFpwaPrIE8ahjdEzVupr4-2Nv1eqdk" frameborder="0" allowtransparency="" width="854" height="480" class="media-oembed-content" title="Quantum Chemistry"></iframe> </div></div> </td> <td style="border-color: white;"> <div data-embed-button="video_entity_embed" data-entity-embed-display="view_mode:media.wysiwyg" data-entity-embed-display-settings="{&quot;link_url&quot;:&quot;&quot;,&quot;link_url_target&quot;:0}" data-entity-type="media" data-entity-uuid="0e8f2a0a-c39e-4a76-acac-63851afed42f" data-langcode="en" class="align-center embedded-entity"><div class="js-hide-caption"> <iframe src="/media/oembed?url=https%3A//www.youtube.com/watch%3Fv%3DY_oO5KdB-kY%26feature%3Dyoutu.be&amp;max_width=854&amp;max_height=480&amp;hash=saqdBHI-GcvbgoEnwWyCQEEkEDOsw4KQfhBnVjcLnPs" frameborder="0" allowtransparency="" width="854" height="480" class="media-oembed-content" title="Microsoft Quantum Development Kit Chemistry Library"></iframe> </div></div> </td> </tr><tr><td colspan="3" style="border-color: white;"> <div data-embed-button="video_entity_embed" data-entity-embed-display="view_mode:media.wysiwyg" data-entity-embed-display-settings="{&quot;link_url&quot;:&quot;&quot;,&quot;link_url_target&quot;:0}" data-entity-type="media" data-entity-uuid="d53433b4-8edf-4c71-9a64-2ed15c90834f" data-langcode="en" class="align-left embedded-entity"><div class="js-hide-caption"> <iframe src="/media/oembed?url=https%3A//www.youtube.com/watch%3Fv%3DGXZHzjUyAZg&amp;max_width=854&amp;max_height=480&amp;hash=3q8p9v_d5sr09GRhW_it7c3gi2e2x27DI5dtD4f6dFQ" frameborder="0" allowtransparency="" width="854" height="480" class="media-oembed-content" title="Quantum Impact: Bringing the power of quantum to chemistry (Ep. 3)"></iframe> </div></div> </td> </tr></tbody></table><h2>SciVIBE聽Podcast</h2> <p><iframe frameborder="no" height="200px" scrolling="no" seamless="" src="https://player.simplecast.com/de122cc1-3f2c-4cad-b9c9-8ef6741defd4?dark=false" width="100%"></iframe></p> </div></div> </div> </section> <div class="l-listing-view"> <div class="l-constrain"> <div class="l-listing-view__wrapper"> <div class="l-listing-view__body"> <section class="paragraph paragraph--type-view-embed paragraph--display-mode-default l-section"> <h2 class="l-section__title">Top Stories</h2> <div class="l-section__content"> <div class="views-element-container"><div class="l-grid l-grid--3col"> <div class="card has-footer "> <div class="card__body"> <div class="card__header"> <div class="card__meta"> <div class="meta "> <div class="meta__item">OCTOBER 30, 2024</div> <div class="meta__item">Feature</div> </div> </div> <h3 class="card__title"> <a href="/news-media/hunting-dark-matter-axions"> <span>Hunting for Dark Matter Axions</span> </a> </h3> </div> <div class="card__footer"> <a href="/news-media/hunting-dark-matter-axions">Read</a> </div> </div> <div class="card__media"> <a href="/news-media/hunting-dark-matter-axions"> <article> <div class="field field--name-field-media-image field--type-image field--label-hidden field--style-no-margin"> <div class="field__item"> <img src="/sites/default/files/styles/thumbnail/public/media/image/53975538275_2672bf3e37_o.jpg?h=5dbb1029&amp;itok=VOydkaTU" width="800" height="600" alt="Photo of a galaxy from space" loading="lazy" /> </div> </div> </article> </a> </div> </div> <div class="card has-footer "> <div class="card__body"> <div class="card__header"> <div class="card__meta"> <div class="meta "> <div class="meta__item">OCTOBER 14, 2024</div> <div class="meta__item">Feature</div> </div> </div> <h3 class="card__title"> <a href="/news-media/recipe-quantum-scaling"> <span>A Recipe for Quantum Scaling</span> </a> </h3> </div> <div class="card__footer"> <a href="/news-media/recipe-quantum-scaling">Read</a> </div> </div> <div class="card__media"> <a href="/news-media/recipe-quantum-scaling"> <article> <div class="field field--name-field-media-image field--type-image field--label-hidden field--style-no-margin"> <div class="field__item"> <img src="/sites/default/files/styles/thumbnail/public/media/image/Hero%20Image-Qubit-11.jpg?h=34bbd072&amp;itok=1F1cV-k1" width="800" height="600" alt="Superconducting qubit sits in a dilution refrigerator" loading="lazy" /> </div> </div> </article> </a> </div> </div> <div class="card has-footer "> <div class="card__body"> <div class="card__header"> <div class="card__meta"> <div class="meta "> <div class="meta__item">SEPTEMBER 10, 2024</div> <div class="meta__item">Feature</div> </div> </div> <h3 class="card__title"> <a href="/news-media/three-pnnl-researchers-receive-doe-early-career-research-awards"> <span>Three PNNL Researchers Receive DOE Early Career Research Awards</span> </a> </h3> </div> <div class="card__footer"> <a href="/news-media/three-pnnl-researchers-receive-doe-early-career-research-awards">Read</a> </div> </div> <div class="card__media"> <a href="/news-media/three-pnnl-researchers-receive-doe-early-career-research-awards"> <article> <div class="field field--name-field-media-image field--type-image field--label-hidden field--style-no-margin"> <div class="field__item"> <img src="/sites/default/files/styles/thumbnail/public/media/image/EBSD_0876_WEB_ECRPwinners_v2.jpg?h=08b866d1&amp;itok=eEechfAW" width="800" height="600" alt="Composite image of headshots of PNNL&#039;s three ECRP winners" loading="lazy" /> </div> </div> </article> </a> </div> </div> </div> <div class="see-all-link"> <a href="/news?news%5B0%5D=research-topic%3A268">SEE MORE RELATED NEWS</a> </div></div> </div> </section> </div> </div> </div> </div> <div class="l-listing-view"> <div class="l-constrain"> <div class="l-listing-view__wrapper"> <div class="l-listing-view__body"> <section class="paragraph paragraph--type-view-embed paragraph--display-mode-default l-section"> <h2 class="l-section__title">Featured Research</h2> <div class="l-section__content"> <div class="views-element-container"><div class="l-grid l-grid--3col"> <div class="card has-footer "> <div class="card__body"> <div class="card__header"> <div class="card__meta"> <div class="meta "> <div class="meta__item">NOVEMBER 26, 2024</div> <div class="meta__item">Article</div> </div> </div> <h3 class="card__title"> <a href="/publications/pnnl-scientists-among-most-highly-cited-researchers"> <span>PNNL Scientists Among Most Highly Cited Researchers</span> </a> </h3> </div> <div class="card__footer"> <a href="/publications/pnnl-scientists-among-most-highly-cited-researchers">Read</a> </div> </div> <div class="card__media"> <a href="/publications/pnnl-scientists-among-most-highly-cited-researchers"> <article> <div class="field field--name-field-media-image field--type-image field--label-hidden field--style-no-margin"> <div class="field__item"> <img src="/sites/default/files/styles/thumbnail/public/media/image/EBSD_0924_WEB_HighlyCited24.jpg?h=08b866d1&amp;itok=J7suvhrH" width="800" height="600" alt="2024 Highly Cited" loading="lazy" /> </div> </div> </article> </a> </div> </div> <div class="card has-footer "> <div class="card__body"> <div class="card__header"> <div class="card__meta"> <div class="meta "> <div class="meta__item">SEPTEMBER 18, 2024</div> <div class="meta__item">Article</div> </div> </div> <h3 class="card__title"> <a href="/publications/unified-mathematical-theory-barren-plateaus"> <span>A Unified Mathematical Theory for Barren Plateaus</span> </a> </h3> </div> <div class="card__footer"> <a href="/publications/unified-mathematical-theory-barren-plateaus">Read</a> </div> </div> <div class="card__media"> <a href="/publications/unified-mathematical-theory-barren-plateaus"> <article> <div class="field field--name-field-media-image field--type-image field--label-hidden field--style-no-margin"> <div class="field__item"> <img src="/sites/default/files/styles/thumbnail/public/media/image/NSD_2351_WEB_BarrenPlateausHero.jpg?h=08b866d1&amp;itok=D5wmCXUD" width="800" height="600" alt="Image of quantum machine learning models" loading="lazy" /> </div> </div> </article> </a> </div> </div> <div class="card has-footer "> <div class="card__body"> <div class="card__header"> <div class="card__meta"> <div class="meta "> <div class="meta__item">JUNE 24, 2024</div> <div class="meta__item">Article</div> </div> </div> <h3 class="card__title"> <a href="/publications/enabling-nuclear-physics-discoveries-quantum-computing"> <span>Enabling Nuclear Physics Discoveries with Quantum Computing</span> </a> </h3> </div> <div class="card__footer"> <a href="/publications/enabling-nuclear-physics-discoveries-quantum-computing">Read</a> </div> </div> <div class="card__media"> <a href="/publications/enabling-nuclear-physics-discoveries-quantum-computing"> <article> <div class="field field--name-field-media-image field--type-image field--label-hidden field--style-no-margin"> <div class="field__item"> <img src="/sites/default/files/styles/thumbnail/public/media/image/PCSD_0568_FIG_PhysRevResPeng_v1_0.jpg?h=08b866d1&amp;itok=Abef2P53" width="800" height="600" alt="Image of a computer chip with an atom superimposed on top" loading="lazy" /> </div> </div> </article> </a> </div> </div> </div> <div class="see-all-link"> <a href="/featured-research?featured-research%5B0%5D=research-topic%3A268">SEE MORE RELATED HIGHLIGHTS</a> </div></div> </div> </section> </div> </div> </div> </div> <section class="paragraph paragraph--type-link-list paragraph--display-mode-default l-section"> <h3 class="l-section__title">Related Links</h3> <div class="l-section__content"> <div class="link-list"> <a href="https://nwquantum.com/">Northwest Quantum Nexus</a><a href="https://www.pnnl.gov/explainer-articles/quantum-information-science">What is Quantum Information Science?</a> </div> </div> </section> </div> </div> </div> </div> <div class="hidden"> </div> </div> </main> <footer class="l-footer" role="contentinfo"> <div class="l-constrain l-constrain--narrow"> <div class="l-footer__top"> <div class="l-footer__top-first"> <a class="site-name" href="https://www.pnnl.gov/" title="Home" rel="home"> <h1 class="site-name__text">PNNL</h1> </a> </div> <div class="l-footer__top-second"> <ul class="menu menu--footer"> <li class="menu__item has-subnav is-expanded"> <span class="menu__link has-subnav is-expanded">Get in Touch</span> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/contacts" title="Contact" class="menu__link" data-drupal-link-system-path="node/1281">Contact</a> </li> <li class="menu__item"> <a href="https://careers.pnnl.gov" class="menu__link" title="Careers">Careers</a> </li> <li class="menu__item"> <a href="https://www.pnnl.gov/business/" class="menu__link">Doing Business</a> </li> <li class="menu__item"> <a href="https://www.pnnl.gov/pnnl-annual-site-environmental-report" class="menu__link">Environmental Reports</a> </li> <li class="menu__item"> <a href="/security-privacy" title="Security &amp; Privacy" class="menu__link" data-drupal-link-system-path="node/1373">Security &amp; Privacy</a> </li> <li class="menu__item"> <a href="https://doe.responsibledisclosure.com/hc/en-us" class="menu__link">Vulnerability Disclosure Program</a> </li> </ul> </li> <li class="menu__item has-subnav is-expanded"> <span class="menu__link has-subnav is-expanded">Research</span> <ul class="menu menu__subnav"> <li class="menu__item"> <a href="/scientific-discovery" title="Scientific Discovery" class="menu__link" data-drupal-link-system-path="taxonomy/term/39">Scientific Discovery</a> </li> <li class="menu__item"> <a href="/energy-resiliency" class="menu__link" title="Sustainable Energy">Sustainable Energy</a> </li> <li class="menu__item"> <a href="/national-security" title="National Security" class="menu__link" data-drupal-link-system-path="taxonomy/term/40">National Security</a> </li> </ul> </li> </ul> </div> <div class="l-footer__top-third"> <a href="/subscribe-pnnl-news" class="l-footer__subscribe" target="_blank">Subscribe to PNNL News</a> </div> </div> <div class="l-footer__bottom"> <div class="l-footer__bottom-first"> <a href="https://www.energy.gov/" class="l-footer__logo l-footer__logo--doe">Department of Energy Logo</a> <a href="https://www.battelle.org/" class="l-footer__logo l-footer__logo--battelle">Battelle Logo</a> </div> <div class="l-footer__bottom-second"> <div class="copyright"> Pacific Northwest National Laboratory (PNNL) is managed and operated by Battelle for the Department of Energy </div> </div> <div class="l-footer__bottom-third"> <ul class="menu menu--social"> <li class="menu__item"> <a href="http://www.youtube.com/user/PNNLgov" class="menu__link--youtube menu__link" target="_blank">YouTube</a> </li> <li class="menu__item"> <a href="http://www.facebook.com/PNNLgov" class="menu__link--facebook menu__link" target="_blank">Facebook</a> </li> <li class="menu__item"> <a href="http://twitter.com/PNNLab" class="menu__link--twitterx menu__link" target="_blank">X (formerly Twitter)</a> </li> <li class="menu__item"> <a href="https://www.instagram.com/pnnlab" class="menu__link--instagram menu__link" target="_blank">Instagram</a> </li> <li class="menu__item"> <a href="https://www.linkedin.com/company/pacific-northwest-national-laboratory" class="menu__link--linkedin menu__link" target="_blank">LinkedIn</a> </li> </ul> </div> </div> </div> </footer> </div> </div> <script src="/core/assets/vendor/jquery.ui/ui/version-min.js?v=9.5.11"></script> <script src="/core/assets/vendor/jquery.ui/ui/data-min.js?v=9.5.11"></script> <script src="/core/assets/vendor/jquery.ui/ui/disable-selection-min.js?v=9.5.11"></script> <script src="/core/assets/vendor/jquery.ui/ui/focusable-min.js?v=9.5.11"></script> <script src="/core/assets/vendor/jquery.ui/ui/form-min.js?v=9.5.11"></script> <script src="/core/assets/vendor/jquery.ui/ui/ie-min.js?v=9.5.11"></script> <script src="/core/assets/vendor/jquery.ui/ui/jquery-patch-min.js?v=9.5.11"></script> <script src="/core/assets/vendor/jquery.ui/ui/keycode-min.js?v=9.5.11"></script> <script src="/core/assets/vendor/jquery.ui/ui/plugin-min.js?v=9.5.11"></script> <script src="/core/assets/vendor/jquery.ui/ui/safe-active-element-min.js?v=9.5.11"></script> <script src="/core/assets/vendor/jquery.ui/ui/safe-blur-min.js?v=9.5.11"></script> <script src="/core/assets/vendor/jquery.ui/ui/scroll-parent-min.js?v=9.5.11"></script> <script src="/core/assets/vendor/jquery.ui/ui/unique-id-min.js?v=9.5.11"></script> <script src="/core/assets/vendor/jquery.ui/ui/widget-min.js?v=9.5.11"></script> <script src="/core/assets/vendor/jquery.ui/ui/widgets/autocomplete-min.js?v=9.5.11"></script> <script src="/core/assets/vendor/jquery.ui/ui/labels-min.js?v=9.5.11"></script> <script src="/core/assets/vendor/jquery.ui/ui/widgets/menu-min.js?v=9.5.11"></script> <script src="/core/misc/autocomplete.js?v=9.5.11"></script> <script src="/modules/contrib/mathjax/js/config.js?v=9.5.11"></script> <script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.0/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script> <script src="/modules/contrib/mathjax/js/setup.js?v=9.5.11"></script> <script src="/themes/gesso/js/caption.js?v=9.5.11"></script> <script src="/themes/gesso/js/homepage.js?v=9.5.11"></script> <script src="/themes/gesso/js/image-gallery.js?v=9.5.11"></script> <script src="/themes/gesso/js/lib/accessibleMegaMenu.js?v=9.5.11"></script> <script src="/themes/gesso/js/lib/slick.min.js?v=9.5.11"></script> <script src="/themes/gesso/js/menus.js?v=9.5.11"></script> <script src="/themes/gesso/js/multi-search.js?v=9.5.11"></script> <script src="/themes/gesso/js/scripts.js?v=9.5.11"></script> <script src="/modules/contrib/responsive_tables_filter/js/tablesaw.min.js?v=1.x"></script> <script src="/modules/contrib/responsive_tables_filter/js/tablesaw-init.js?v=1.x"></script> <script src="/modules/contrib/responsive_tables_filter/js/Drupal/ajaxComplete.js?v=1.x"></script> <script src="/modules/contrib/responsive_tables_filter/js/customizations.js?v=1.x"></script> <script src="/core/misc/jquery.tabbable.shim.js?v=9.5.11"></script> <script src="/core/misc/position.js?v=9.5.11"></script> <script src="/modules/project/pnnl_search/dist/search-auto-submit-js.js?snw8tq"></script> </body> </html>

Pages: 1 2 3 4 5 6 7 8 9 10