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Scientific modelling - Wikipedia

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<span>Basics</span> </div> </a> <button aria-controls="toc-Basics-sublist" class="cdx-button cdx-button--weight-quiet cdx-button--icon-only vector-toc-toggle"> <span class="vector-icon mw-ui-icon-wikimedia-expand"></span> <span>Toggle Basics subsection</span> </button> <ul id="toc-Basics-sublist" class="vector-toc-list"> <li id="toc-Modelling_as_a_substitute_for_direct_measurement_and_experimentation" class="vector-toc-list-item vector-toc-level-2"> <a class="vector-toc-link" href="#Modelling_as_a_substitute_for_direct_measurement_and_experimentation"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.1</span> <span>Modelling as a substitute for direct measurement and experimentation</span> </div> </a> <ul id="toc-Modelling_as_a_substitute_for_direct_measurement_and_experimentation-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-Simulation" class="vector-toc-list-item vector-toc-level-2"> <a class="vector-toc-link" href="#Simulation"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.2</span> <span>Simulation</span> </div> </a> <ul id="toc-Simulation-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-Structure" class="vector-toc-list-item vector-toc-level-2"> <a class="vector-toc-link" href="#Structure"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.3</span> <span>Structure</span> </div> </a> <ul id="toc-Structure-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-Systems" class="vector-toc-list-item vector-toc-level-2"> <a class="vector-toc-link" href="#Systems"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.4</span> <span>Systems</span> </div> </a> <ul id="toc-Systems-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-Generating_a_model" class="vector-toc-list-item vector-toc-level-2"> <a class="vector-toc-link" href="#Generating_a_model"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.5</span> <span>Generating a model</span> </div> </a> <ul id="toc-Generating_a_model-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-Evaluating_a_model" class="vector-toc-list-item vector-toc-level-2"> <a class="vector-toc-link" href="#Evaluating_a_model"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.6</span> <span>Evaluating a model</span> </div> </a> <ul id="toc-Evaluating_a_model-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-Visualization" class="vector-toc-list-item vector-toc-level-2"> <a class="vector-toc-link" href="#Visualization"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.7</span> <span>Visualization</span> </div> </a> <ul id="toc-Visualization-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-Space_mapping" class="vector-toc-list-item vector-toc-level-2"> <a class="vector-toc-link" href="#Space_mapping"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.8</span> <span>Space mapping</span> </div> </a> <ul id="toc-Space_mapping-sublist" class="vector-toc-list"> </ul> </li> </ul> </li> <li id="toc-Types" class="vector-toc-list-item vector-toc-level-1 vector-toc-list-item-expanded"> <a class="vector-toc-link" href="#Types"> <div class="vector-toc-text"> <span class="vector-toc-numb">3</span> <span>Types</span> </div> </a> <ul id="toc-Types-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-Applications" class="vector-toc-list-item vector-toc-level-1 vector-toc-list-item-expanded"> <a class="vector-toc-link" href="#Applications"> <div class="vector-toc-text"> <span class="vector-toc-numb">4</span> <span>Applications</span> </div> </a> <button aria-controls="toc-Applications-sublist" class="cdx-button cdx-button--weight-quiet cdx-button--icon-only vector-toc-toggle"> <span class="vector-icon mw-ui-icon-wikimedia-expand"></span> <span>Toggle Applications subsection</span> </button> <ul id="toc-Applications-sublist" class="vector-toc-list"> <li id="toc-Modelling_and_simulation" class="vector-toc-list-item vector-toc-level-2"> <a class="vector-toc-link" href="#Modelling_and_simulation"> <div class="vector-toc-text"> <span class="vector-toc-numb">4.1</span> <span>Modelling and simulation</span> </div> </a> <ul id="toc-Modelling_and_simulation-sublist" class="vector-toc-list"> </ul> </li> </ul> </li> <li id="toc-See_also" class="vector-toc-list-item vector-toc-level-1 vector-toc-list-item-expanded"> <a class="vector-toc-link" href="#See_also"> <div class="vector-toc-text"> <span class="vector-toc-numb">5</span> <span>See also</span> </div> </a> <ul id="toc-See_also-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-References" class="vector-toc-list-item vector-toc-level-1 vector-toc-list-item-expanded"> <a class="vector-toc-link" href="#References"> <div class="vector-toc-text"> <span class="vector-toc-numb">6</span> <span>References</span> </div> </a> <ul id="toc-References-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-Further_reading" class="vector-toc-list-item vector-toc-level-1 vector-toc-list-item-expanded"> <a class="vector-toc-link" href="#Further_reading"> <div class="vector-toc-text"> <span class="vector-toc-numb">7</span> <span>Further reading</span> </div> </a> <ul id="toc-Further_reading-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-External_links" class="vector-toc-list-item vector-toc-level-1 vector-toc-list-item-expanded"> <a class="vector-toc-link" href="#External_links"> <div class="vector-toc-text"> <span class="vector-toc-numb">8</span> <span>External links</span> </div> </a> <ul id="toc-External_links-sublist" class="vector-toc-list"> </ul> </li> </ul> </div> </div> </nav> </div> </div> <div class="mw-content-container"> <main id="content" class="mw-body"> <header class="mw-body-header vector-page-titlebar"> <nav aria-label="Contents" class="vector-toc-landmark"> <div id="vector-page-titlebar-toc" class="vector-dropdown vector-page-titlebar-toc vector-button-flush-left" > <input type="checkbox" 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type="checkbox" id="p-lang-btn-checkbox" role="button" aria-haspopup="true" data-event-name="ui.dropdown-p-lang-btn" class="vector-dropdown-checkbox mw-interlanguage-selector" aria-label="Go to an article in another language. Available in 30 languages" > <label id="p-lang-btn-label" for="p-lang-btn-checkbox" class="vector-dropdown-label cdx-button cdx-button--fake-button cdx-button--fake-button--enabled cdx-button--weight-quiet cdx-button--action-progressive mw-portlet-lang-heading-30" aria-hidden="true" ><span class="vector-icon mw-ui-icon-language-progressive mw-ui-icon-wikimedia-language-progressive"></span> <span class="vector-dropdown-label-text">30 languages</span> </label> <div class="vector-dropdown-content"> <div class="vector-menu-content"> <ul class="vector-menu-content-list"> <li class="interlanguage-link interwiki-af mw-list-item"><a href="https://af.wikipedia.org/wiki/Model" title="Model – Afrikaans" lang="af" hreflang="af" data-title="Model" data-language-autonym="Afrikaans" data-language-local-name="Afrikaans" class="interlanguage-link-target"><span>Afrikaans</span></a></li><li class="interlanguage-link interwiki-ar mw-list-item"><a href="https://ar.wikipedia.org/wiki/%D9%86%D9%85%D8%B0%D8%AC%D8%A9_%D8%B9%D9%84%D9%85%D9%8A%D8%A9" title="نمذجة علمية – Arabic" lang="ar" hreflang="ar" data-title="نمذجة علمية" data-language-autonym="العربية" data-language-local-name="Arabic" class="interlanguage-link-target"><span>العربية</span></a></li><li class="interlanguage-link interwiki-az mw-list-item"><a href="https://az.wikipedia.org/wiki/Modell%C9%99%C5%9Fdirm%C9%99" title="Modelləşdirmə – Azerbaijani" lang="az" hreflang="az" data-title="Modelləşdirmə" data-language-autonym="Azərbaycanca" data-language-local-name="Azerbaijani" class="interlanguage-link-target"><span>Azərbaycanca</span></a></li><li class="interlanguage-link interwiki-be mw-list-item"><a href="https://be.wikipedia.org/wiki/%D0%9C%D0%B0%D0%B4%D1%8D%D0%BB%D1%8F%D0%B2%D0%B0%D0%BD%D0%BD%D0%B5" title="Мадэляванне – Belarusian" lang="be" hreflang="be" data-title="Мадэляванне" data-language-autonym="Беларуская" data-language-local-name="Belarusian" class="interlanguage-link-target"><span>Беларуская</span></a></li><li class="interlanguage-link interwiki-ca mw-list-item"><a href="https://ca.wikipedia.org/wiki/Modelitzaci%C3%B3_cient%C3%ADfica" title="Modelització científica – Catalan" lang="ca" hreflang="ca" data-title="Modelització científica" data-language-autonym="Català" data-language-local-name="Catalan" class="interlanguage-link-target"><span>Català</span></a></li><li class="interlanguage-link interwiki-de badge-Q70894304 mw-list-item" title=""><a href="https://de.wikipedia.org/wiki/Modellierung" title="Modellierung – German" lang="de" hreflang="de" data-title="Modellierung" data-language-autonym="Deutsch" data-language-local-name="German" class="interlanguage-link-target"><span>Deutsch</span></a></li><li class="interlanguage-link interwiki-fa mw-list-item"><a href="https://fa.wikipedia.org/wiki/%D9%85%D8%AF%D9%84%E2%80%8C%D8%B3%D8%A7%D8%B2%DB%8C_%D8%B9%D9%84%D9%85%DB%8C" title="مدل‌سازی علمی – Persian" lang="fa" hreflang="fa" data-title="مدل‌سازی علمی" data-language-autonym="فارسی" data-language-local-name="Persian" class="interlanguage-link-target"><span>فارسی</span></a></li><li class="interlanguage-link interwiki-fr mw-list-item"><a href="https://fr.wikipedia.org/wiki/Mod%C3%A9lisation" title="Modélisation – French" lang="fr" hreflang="fr" data-title="Modélisation" data-language-autonym="Français" data-language-local-name="French" class="interlanguage-link-target"><span>Français</span></a></li><li class="interlanguage-link interwiki-gl mw-list-item"><a href="https://gl.wikipedia.org/wiki/Modelizaci%C3%B3n" title="Modelización – Galician" lang="gl" hreflang="gl" data-title="Modelización" data-language-autonym="Galego" data-language-local-name="Galician" class="interlanguage-link-target"><span>Galego</span></a></li><li class="interlanguage-link interwiki-ko mw-list-item"><a href="https://ko.wikipedia.org/wiki/%EA%B3%BC%ED%95%99%EC%A0%81_%EB%AA%A8%EB%8D%B8%EB%A7%81" title="과학적 모델링 – Korean" lang="ko" hreflang="ko" data-title="과학적 모델링" data-language-autonym="한국어" data-language-local-name="Korean" class="interlanguage-link-target"><span>한국어</span></a></li><li class="interlanguage-link interwiki-hy mw-list-item"><a href="https://hy.wikipedia.org/wiki/%D5%84%D5%B8%D5%A4%D5%A5%D5%AC%D5%A1%D5%BE%D5%B8%D6%80%D5%B8%D6%82%D5%B4" title="Մոդելավորում – Armenian" lang="hy" hreflang="hy" data-title="Մոդելավորում" data-language-autonym="Հայերեն" data-language-local-name="Armenian" class="interlanguage-link-target"><span>Հայերեն</span></a></li><li class="interlanguage-link interwiki-hi mw-list-item"><a href="https://hi.wikipedia.org/wiki/%E0%A4%B5%E0%A5%88%E0%A4%9C%E0%A5%8D%E0%A4%9E%E0%A4%BE%E0%A4%A8%E0%A4%BF%E0%A4%95_%E0%A4%AA%E0%A5%8D%E0%A4%B0%E0%A4%A4%E0%A4%BF%E0%A4%B0%E0%A5%82%E0%A4%AA%E0%A4%A3" title="वैज्ञानिक प्रतिरूपण – Hindi" lang="hi" hreflang="hi" data-title="वैज्ञानिक प्रतिरूपण" data-language-autonym="हिन्दी" data-language-local-name="Hindi" class="interlanguage-link-target"><span>हिन्दी</span></a></li><li class="interlanguage-link interwiki-id mw-list-item"><a href="https://id.wikipedia.org/wiki/Pemodelan_ilmiah" title="Pemodelan ilmiah – Indonesian" lang="id" hreflang="id" data-title="Pemodelan ilmiah" data-language-autonym="Bahasa Indonesia" data-language-local-name="Indonesian" class="interlanguage-link-target"><span>Bahasa Indonesia</span></a></li><li class="interlanguage-link interwiki-it mw-list-item"><a href="https://it.wikipedia.org/wiki/Teoria#Modelli" title="Teoria – Italian" lang="it" hreflang="it" data-title="Teoria" data-language-autonym="Italiano" data-language-local-name="Italian" class="interlanguage-link-target"><span>Italiano</span></a></li><li class="interlanguage-link interwiki-kk mw-list-item"><a href="https://kk.wikipedia.org/wiki/%D0%9C%D0%BE%D0%B4%D0%B5%D0%BB%D1%8C%D0%B4%D0%B5%D1%83" title="Модельдеу – Kazakh" lang="kk" hreflang="kk" data-title="Модельдеу" data-language-autonym="Қазақша" data-language-local-name="Kazakh" class="interlanguage-link-target"><span>Қазақша</span></a></li><li class="interlanguage-link interwiki-ky mw-list-item"><a href="https://ky.wikipedia.org/wiki/%D0%9C%D0%BE%D0%B4%D0%B5%D0%BB%D0%B4%D3%A9%D3%A9" title="Моделдөө – Kyrgyz" lang="ky" hreflang="ky" data-title="Моделдөө" data-language-autonym="Кыргызча" data-language-local-name="Kyrgyz" class="interlanguage-link-target"><span>Кыргызча</span></a></li><li class="interlanguage-link interwiki-lt mw-list-item"><a href="https://lt.wikipedia.org/wiki/Mokslinis_modeliavimas" title="Mokslinis modeliavimas – Lithuanian" lang="lt" hreflang="lt" data-title="Mokslinis modeliavimas" data-language-autonym="Lietuvių" data-language-local-name="Lithuanian" class="interlanguage-link-target"><span>Lietuvių</span></a></li><li class="interlanguage-link interwiki-nl mw-list-item"><a href="https://nl.wikipedia.org/wiki/Modelvorming" title="Modelvorming – Dutch" lang="nl" hreflang="nl" data-title="Modelvorming" data-language-autonym="Nederlands" data-language-local-name="Dutch" class="interlanguage-link-target"><span>Nederlands</span></a></li><li class="interlanguage-link interwiki-ja mw-list-item"><a href="https://ja.wikipedia.org/wiki/%E3%83%A2%E3%83%87%E3%83%AA%E3%83%B3%E3%82%B0_(%E7%A7%91%E5%AD%A6%E7%9A%84)" title="モデリング (科学的) – Japanese" lang="ja" hreflang="ja" data-title="モデリング (科学的)" data-language-autonym="日本語" data-language-local-name="Japanese" class="interlanguage-link-target"><span>日本語</span></a></li><li class="interlanguage-link interwiki-no mw-list-item"><a href="https://no.wikipedia.org/wiki/Vitenskapelig_modellering" title="Vitenskapelig modellering – Norwegian Bokmål" lang="nb" hreflang="nb" data-title="Vitenskapelig modellering" data-language-autonym="Norsk bokmål" data-language-local-name="Norwegian Bokmål" class="interlanguage-link-target"><span>Norsk bokmål</span></a></li><li class="interlanguage-link interwiki-uz mw-list-item"><a href="https://uz.wikipedia.org/wiki/Modellashtirish" title="Modellashtirish – Uzbek" lang="uz" hreflang="uz" data-title="Modellashtirish" data-language-autonym="Oʻzbekcha / ўзбекча" data-language-local-name="Uzbek" class="interlanguage-link-target"><span>Oʻzbekcha / ўзбекча</span></a></li><li class="interlanguage-link interwiki-pt mw-list-item"><a href="https://pt.wikipedia.org/wiki/Modelagem_cient%C3%ADfica" title="Modelagem científica – Portuguese" lang="pt" hreflang="pt" data-title="Modelagem científica" data-language-autonym="Português" data-language-local-name="Portuguese" class="interlanguage-link-target"><span>Português</span></a></li><li class="interlanguage-link interwiki-ru mw-list-item"><a href="https://ru.wikipedia.org/wiki/%D0%9C%D0%BE%D0%B4%D0%B5%D0%BB%D0%B8%D1%80%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D0%B5" title="Моделирование – Russian" lang="ru" hreflang="ru" data-title="Моделирование" data-language-autonym="Русский" data-language-local-name="Russian" class="interlanguage-link-target"><span>Русский</span></a></li><li class="interlanguage-link interwiki-ta mw-list-item"><a href="https://ta.wikipedia.org/wiki/%E0%AE%85%E0%AE%B1%E0%AE%BF%E0%AE%B5%E0%AE%BF%E0%AE%AF%E0%AE%B2%E0%AF%8D_%E0%AE%AE%E0%AE%BE%E0%AE%A4%E0%AE%BF%E0%AE%B0%E0%AE%BF%E0%AE%AF%E0%AE%BE%E0%AE%95%E0%AF%8D%E0%AE%95%E0%AE%AE%E0%AF%8D" title="அறிவியல் மாதிரியாக்கம் – Tamil" lang="ta" hreflang="ta" data-title="அறிவியல் மாதிரியாக்கம்" data-language-autonym="தமிழ்" data-language-local-name="Tamil" class="interlanguage-link-target"><span>தமிழ்</span></a></li><li class="interlanguage-link interwiki-th mw-list-item"><a href="https://th.wikipedia.org/wiki/%E0%B9%81%E0%B8%9A%E0%B8%9A%E0%B8%88%E0%B8%B3%E0%B8%A5%E0%B8%AD%E0%B8%87%E0%B8%97%E0%B8%B2%E0%B8%87%E0%B8%A7%E0%B8%B4%E0%B8%97%E0%B8%A2%E0%B8%B2%E0%B8%A8%E0%B8%B2%E0%B8%AA%E0%B8%95%E0%B8%A3%E0%B9%8C" title="แบบจำลองทางวิทยาศาสตร์ – Thai" lang="th" hreflang="th" data-title="แบบจำลองทางวิทยาศาสตร์" data-language-autonym="ไทย" data-language-local-name="Thai" class="interlanguage-link-target"><span>ไทย</span></a></li><li class="interlanguage-link interwiki-tg mw-list-item"><a href="https://tg.wikipedia.org/wiki/%D0%9C%D0%BE%D0%B4%D0%B5%D0%BB%D1%81%D0%BE%D0%B7%D3%A3" title="Моделсозӣ – Tajik" lang="tg" hreflang="tg" data-title="Моделсозӣ" data-language-autonym="Тоҷикӣ" data-language-local-name="Tajik" class="interlanguage-link-target"><span>Тоҷикӣ</span></a></li><li class="interlanguage-link interwiki-uk mw-list-item"><a href="https://uk.wikipedia.org/wiki/%D0%9D%D0%B0%D1%83%D0%BA%D0%BE%D0%B2%D0%B5_%D0%BC%D0%BE%D0%B4%D0%B5%D0%BB%D1%8E%D0%B2%D0%B0%D0%BD%D0%BD%D1%8F" title="Наукове моделювання – Ukrainian" lang="uk" hreflang="uk" data-title="Наукове моделювання" data-language-autonym="Українська" data-language-local-name="Ukrainian" class="interlanguage-link-target"><span>Українська</span></a></li><li class="interlanguage-link interwiki-vi mw-list-item"><a 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<li><a href="/wiki/Narrative_inquiry" title="Narrative inquiry">Narrative inquiry</a></li> <li><a href="/wiki/Phenomenology_(sociology)" title="Phenomenology (sociology)">Phenomenology</a></li> <li><a href="/wiki/Pragmatism" title="Pragmatism">Pragmatism</a></li> <li><a href="/wiki/Scientific_method" title="Scientific method">Scientific method</a></li></ul></div></div></td> </tr><tr><td class="sidebar-content"> <div class="sidebar-list mw-collapsible mw-collapsed"><div class="sidebar-list-title" style="padding-bottom:0;text-align:center;;color: var(--color-base)">Methods</div><div class="sidebar-list-content mw-collapsible-content" style="padding-top:0;"> <ul><li><a href="/wiki/Analysis" title="Analysis">Analysis</a></li> <li><a href="/wiki/Case_study" title="Case study">Case study</a></li> <li><a href="/wiki/Content_analysis" title="Content analysis">Content analysis</a></li> <li><a href="/wiki/Descriptive_statistics" title="Descriptive statistics">Descriptive statistics</a></li> 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title="Cartography">Mapping</a> <ul><li><a href="/wiki/Cultural_mapping" title="Cultural mapping">Cultural mapping</a></li></ul></li> <li><a href="/wiki/Phenomenography" title="Phenomenography">Phenomenography</a></li> <li><a href="/wiki/Secondary_research" title="Secondary research">Secondary research</a> <ul><li><a href="/wiki/Bibliometrics" title="Bibliometrics">Bibliometrics</a></li> <li><a href="/wiki/Literature_review" title="Literature review">Literature review</a></li> <li><a href="/wiki/Meta-analysis" title="Meta-analysis">Meta-analysis</a></li> <li><a href="/wiki/Scoping_review" class="mw-redirect" title="Scoping review">Scoping review</a></li> <li><a href="/wiki/Systematic_review" title="Systematic review">Systematic review</a></li></ul></li> <li><a class="mw-selflink selflink">Scientific modelling</a> <ul><li><a href="/wiki/Simulation" title="Simulation">Simulation</a></li></ul></li> <li><a href="/wiki/Survey_(human_research)" title="Survey (human research)">Survey</a></li></ul></div></div></td> </tr><tr><td class="sidebar-content"> <div class="sidebar-list mw-collapsible mw-collapsed"><div class="sidebar-list-title" style="padding-bottom:0;text-align:center;;color: var(--color-base)">Tools and software</div><div class="sidebar-list-content mw-collapsible-content" style="padding-top:0;"> <ul><li><a href="/wiki/Category:Argument_technology" title="Category:Argument technology">Argument technology</a></li> <li><a href="/wiki/Category:GIS_software" title="Category:GIS software">Geographic information system software</a></li> <li><a href="/wiki/Category:Library_and_information_science_software" title="Category:Library and information science software">Library and information science software</a> <ul><li><a href="/wiki/Category:Bibliometrics_software" title="Category:Bibliometrics software">Bibliometrics</a></li> <li><a href="/wiki/Category:Reference_management_software" title="Category:Reference management software">Reference management</a></li></ul></li> <li><a href="/wiki/Category:Science_software" title="Category:Science software">Science software</a> <ul><li><a href="/wiki/Category:QDA_software" title="Category:QDA software">Qualitative data analysis</a></li> <li><a href="/wiki/Category:Scientific_simulation_software" title="Category:Scientific simulation software">Simulation</a></li> <li><a href="/wiki/Category:Statistical_software" title="Category:Statistical software">Statistics</a></li></ul></li></ul></div></div></td> </tr><tr><td class="sidebar-below" style="padding-top: 0.1em; font-weight: bold;"> <a href="/wiki/Portal:Philosophy" title="Portal:Philosophy">Philosophy portal</a></td></tr><tr><td class="sidebar-navbar"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1129693374"><style data-mw-deduplicate="TemplateStyles:r1239400231">.mw-parser-output .navbar{display:inline;font-size:88%;font-weight:normal}.mw-parser-output .navbar-collapse{float:left;text-align:left}.mw-parser-output .navbar-boxtext{word-spacing:0}.mw-parser-output .navbar ul{display:inline-block;white-space:nowrap;line-height:inherit}.mw-parser-output .navbar-brackets::before{margin-right:-0.125em;content:"[ "}.mw-parser-output .navbar-brackets::after{margin-left:-0.125em;content:" ]"}.mw-parser-output .navbar li{word-spacing:-0.125em}.mw-parser-output .navbar a>span,.mw-parser-output .navbar a>abbr{text-decoration:inherit}.mw-parser-output .navbar-mini abbr{font-variant:small-caps;border-bottom:none;text-decoration:none;cursor:inherit}.mw-parser-output .navbar-ct-full{font-size:114%;margin:0 7em}.mw-parser-output .navbar-ct-mini{font-size:114%;margin:0 4em}html.skin-theme-clientpref-night .mw-parser-output .navbar li a abbr{color:var(--color-base)!important}@media(prefers-color-scheme:dark){html.skin-theme-clientpref-os .mw-parser-output .navbar li a abbr{color:var(--color-base)!important}}@media print{.mw-parser-output .navbar{display:none!important}}</style><div class="navbar plainlinks hlist navbar-mini"><ul><li class="nv-view"><a href="/wiki/Template:Research_sidebar" title="Template:Research sidebar"><abbr title="View this template">v</abbr></a></li><li class="nv-talk"><a href="/wiki/Template_talk:Research_sidebar" title="Template talk:Research sidebar"><abbr title="Discuss this template">t</abbr></a></li><li class="nv-edit"><a href="/wiki/Special:EditPage/Template:Research_sidebar" title="Special:EditPage/Template:Research sidebar"><abbr title="Edit this template">e</abbr></a></li></ul></div></td></tr></tbody></table> <p><b>Scientific modelling</b> is an activity that produces <a href="/wiki/Model" title="Model">models</a> representing <a href="/wiki/Empiricism" title="Empiricism">empirical</a> objects, phenomena, and physical processes, to make a particular part or feature of the world easier to <a href="/wiki/Understanding" title="Understanding">understand</a>, <a href="/wiki/Definition" title="Definition">define</a>, <a href="/wiki/Quantification_(science)" title="Quantification (science)">quantify</a>, <a href="/wiki/Visual_system" title="Visual system">visualize</a>, or <a href="/wiki/Simulation" title="Simulation">simulate</a>. It requires selecting and identifying relevant aspects of a situation in the real world and then developing a model to replicate a system with those features. Different types of models may be used for different purposes, such as <a href="/wiki/Conceptual_model" title="Conceptual model">conceptual models</a> to better understand, operational models to <a href="/wiki/Operational_definition" title="Operational definition">operationalize</a>, <a href="/wiki/Mathematical_model" title="Mathematical model">mathematical models</a> to quantify, <a href="/wiki/Computational_models" class="mw-redirect" title="Computational models">computational models</a> to simulate, and <a href="/wiki/Graphical_model" title="Graphical model">graphical models</a> to visualize the subject. </p><p>Modelling is an essential and inseparable part of many scientific disciplines, each of which has its own ideas about specific types of modelling.<sup id="cite_ref-1" class="reference"><a href="#cite_note-1"><span class="cite-bracket">&#91;</span>1<span class="cite-bracket">&#93;</span></a></sup><sup id="cite_ref-2" class="reference"><a href="#cite_note-2"><span class="cite-bracket">&#91;</span>2<span class="cite-bracket">&#93;</span></a></sup> The following was said by <a href="/wiki/John_von_Neumann" title="John von Neumann">John von Neumann</a>.<sup id="cite_ref-3" class="reference"><a href="#cite_note-3"><span class="cite-bracket">&#91;</span>3<span class="cite-bracket">&#93;</span></a></sup> </p> <style data-mw-deduplicate="TemplateStyles:r1244412712">.mw-parser-output .templatequote{overflow:hidden;margin:1em 0;padding:0 32px}.mw-parser-output .templatequotecite{line-height:1.5em;text-align:left;margin-top:0}@media(min-width:500px){.mw-parser-output .templatequotecite{padding-left:1.6em}}</style><blockquote class="templatequote"><p>... the sciences do not try to explain, they hardly even try to interpret, they mainly make models. By a model is meant a mathematical construct which, with the addition of certain verbal interpretations, describes observed phenomena. The justification of such a mathematical construct is solely and precisely that it is expected to work—that is, correctly to describe phenomena from a reasonably wide area.</p></blockquote> <p>There is also an increasing attention to scientific modelling<sup id="cite_ref-4" class="reference"><a href="#cite_note-4"><span class="cite-bracket">&#91;</span>4<span class="cite-bracket">&#93;</span></a></sup> in fields such as <a href="/wiki/Science_education" title="Science education">science education</a>,<sup id="cite_ref-5" class="reference"><a href="#cite_note-5"><span class="cite-bracket">&#91;</span>5<span class="cite-bracket">&#93;</span></a></sup> <a href="/wiki/Philosophy_of_science" title="Philosophy of science">philosophy of science</a>, <a href="/wiki/Systems_theory" title="Systems theory">systems theory</a>, and <a href="/wiki/Visualization_(graphics)#Knowledge_visualization" title="Visualization (graphics)">knowledge visualization</a>. There is a growing collection of <a href="/wiki/Scientific_method" title="Scientific method">methods</a>, techniques and meta-<a href="/wiki/Theory" title="Theory">theory</a> about all kinds of specialized scientific modelling. </p> <meta property="mw:PageProp/toc" /> <div class="mw-heading mw-heading2"><h2 id="Overview">Overview</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Scientific_modelling&amp;action=edit&amp;section=1" title="Edit section: Overview"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <figure class="mw-default-size mw-halign-right" typeof="mw:File"><a href="/wiki/File:MathModel.svg" class="mw-file-description"><img src="//upload.wikimedia.org/wikipedia/commons/thumb/f/f2/MathModel.svg/344px-MathModel.svg.png" decoding="async" width="344" height="91" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/f/f2/MathModel.svg/516px-MathModel.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/f/f2/MathModel.svg/688px-MathModel.svg.png 2x" data-file-width="344" data-file-height="91" /></a><figcaption></figcaption></figure> <p>A scientific model seeks to represent <a href="/wiki/Empiricism" title="Empiricism">empirical</a> objects, phenomena, and physical processes in a <a href="/wiki/Logic" title="Logic">logical</a> and <a href="/wiki/Objectivity_(philosophy)" class="mw-redirect" title="Objectivity (philosophy)">objective</a> way. All models are <i>in simulacra</i>, that is, simplified reflections of reality that, despite being approximations, can be extremely useful.<sup id="cite_ref-6" class="reference"><a href="#cite_note-6"><span class="cite-bracket">&#91;</span>6<span class="cite-bracket">&#93;</span></a></sup> Building and disputing models is fundamental to the scientific enterprise. Complete and true representation may be impossible, but scientific debate often concerns which is the better model for a given task, e.g., which is the more accurate climate model for seasonal forecasting.<sup id="cite_ref-7" class="reference"><a href="#cite_note-7"><span class="cite-bracket">&#91;</span>7<span class="cite-bracket">&#93;</span></a></sup> </p><p>Attempts to <a href="/wiki/Formal_language" title="Formal language">formalize</a> the <a href="/wiki/Laws_of_science" class="mw-redirect" title="Laws of science">principles</a> of the <a href="/wiki/Empirical_science" class="mw-redirect" title="Empirical science">empirical sciences</a> use an <a href="/wiki/Interpretation_(logic)" title="Interpretation (logic)">interpretation</a> to model reality, in the same way logicians <a href="/wiki/Axiomatic_system" title="Axiomatic system">axiomatize</a> the <a href="/wiki/Rule_of_inference" title="Rule of inference">principles</a> of <a href="/wiki/Logic" title="Logic">logic</a>. The aim of these attempts is to construct a <a href="/wiki/Formal_system" title="Formal system">formal system</a> that will not produce theoretical consequences that are contrary to what is found in <a href="/wiki/Reality" title="Reality">reality</a>. Predictions or other statements drawn from such a formal system mirror or map the real world only insofar as these scientific models are true.<sup id="cite_ref-tcarotmimanass_8-0" class="reference"><a href="#cite_note-tcarotmimanass-8"><span class="cite-bracket">&#91;</span>8<span class="cite-bracket">&#93;</span></a></sup><sup id="cite_ref-9" class="reference"><a href="#cite_note-9"><span class="cite-bracket">&#91;</span>9<span class="cite-bracket">&#93;</span></a></sup> </p><p>For the scientist, a model is also a way in which the human thought processes can be amplified.<sup id="cite_ref-10" class="reference"><a href="#cite_note-10"><span class="cite-bracket">&#91;</span>10<span class="cite-bracket">&#93;</span></a></sup> For instance, models that are rendered in software allow scientists to leverage computational power to simulate, visualize, manipulate and gain intuition about the entity, phenomenon, or process being represented. Such computer models are <i>in silico</i>. Other types of scientific models are <i>in vivo</i> (living models, such as <a href="/wiki/Laboratory_rat" title="Laboratory rat">laboratory rats</a>) and <i>in vitro</i> (in glassware, such as <a href="/wiki/Tissue_culture" title="Tissue culture">tissue culture</a>).<sup id="cite_ref-11" class="reference"><a href="#cite_note-11"><span class="cite-bracket">&#91;</span>11<span class="cite-bracket">&#93;</span></a></sup> </p> <div class="mw-heading mw-heading2"><h2 id="Basics">Basics</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Scientific_modelling&amp;action=edit&amp;section=2" title="Edit section: Basics"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <div class="mw-heading mw-heading3"><h3 id="Modelling_as_a_substitute_for_direct_measurement_and_experimentation">Modelling as a substitute for direct measurement and experimentation</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Scientific_modelling&amp;action=edit&amp;section=3" title="Edit section: Modelling as a substitute for direct measurement and experimentation"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>Models are typically used when it is either impossible or impractical to create experimental conditions in which scientists can directly measure outcomes. Direct measurement of outcomes under <a href="/wiki/Scientific_control" title="Scientific control">controlled conditions</a> (see <a href="/wiki/Scientific_method" title="Scientific method">Scientific method</a>) will always be more reliable than modeled estimates of outcomes. </p><p>Within <a href="/wiki/Modeling_and_simulation" title="Modeling and simulation">modeling and simulation</a>, a model is a task-driven, purposeful simplification and abstraction of a perception of reality, shaped by physical, legal, and cognitive constraints.<sup id="cite_ref-12" class="reference"><a href="#cite_note-12"><span class="cite-bracket">&#91;</span>12<span class="cite-bracket">&#93;</span></a></sup> It is task-driven because a model is captured with a certain question or task in mind. Simplifications leave all the known and observed entities and their relation out that are not important for the task. Abstraction aggregates information that is important but not needed in the same detail as the object of interest. Both activities, simplification, and abstraction, are done purposefully. However, they are done based on a perception of reality. This perception is already a <i>model</i> in itself, as it comes with a physical constraint. There are also constraints on what we are able to legally observe with our current tools and methods, and cognitive constraints that limit what we are able to explain with our current theories. This model comprises the concepts, their behavior, and their relations informal form and is often referred to as a <a href="/wiki/Conceptual_model" title="Conceptual model">conceptual model</a>. In order to execute the model, it needs to be implemented as a <a href="/wiki/Computer_simulation" title="Computer simulation">computer simulation</a>. This requires more choices, such as numerical approximations or the use of heuristics.<sup id="cite_ref-13" class="reference"><a href="#cite_note-13"><span class="cite-bracket">&#91;</span>13<span class="cite-bracket">&#93;</span></a></sup> Despite all these epistemological and computational constraints, simulation has been recognized as the third pillar of scientific methods: theory building, simulation, and experimentation.<sup id="cite_ref-14" class="reference"><a href="#cite_note-14"><span class="cite-bracket">&#91;</span>14<span class="cite-bracket">&#93;</span></a></sup> </p> <div class="mw-heading mw-heading3"><h3 id="Simulation">Simulation</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Scientific_modelling&amp;action=edit&amp;section=4" title="Edit section: Simulation"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>A <a href="/wiki/Simulation" title="Simulation">simulation</a> is a way to implement the model, often employed when the model is too complex for the analytical solution. A steady-state simulation provides information about the system at a specific instant in time (usually at equilibrium, if such a state exists). A dynamic simulation provides information over time. A simulation shows how a particular object or phenomenon will behave. Such a simulation can be useful for <a href="/wiki/Experiment" title="Experiment">testing</a>, analysis, or training in those cases where real-world systems or concepts can be represented by models.<sup id="cite_ref-SEF_15-0" class="reference"><a href="#cite_note-SEF-15"><span class="cite-bracket">&#91;</span>15<span class="cite-bracket">&#93;</span></a></sup> </p> <div class="mw-heading mw-heading3"><h3 id="Structure">Structure</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Scientific_modelling&amp;action=edit&amp;section=5" title="Edit section: Structure"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p><a href="/wiki/Structure" title="Structure">Structure</a> is a fundamental and sometimes intangible notion covering the recognition, observation, nature, and stability of patterns and relationships of entities. From a child's verbal description of a snowflake, to the detailed <a href="/wiki/Scientific_analysis" class="mw-redirect" title="Scientific analysis">scientific analysis</a> of the properties of <a href="/wiki/Magnetic_field" title="Magnetic field">magnetic fields</a>, the concept of structure is an essential foundation of nearly every mode of inquiry and discovery in science, philosophy, and art.<sup id="cite_ref-Pullan000_16-0" class="reference"><a href="#cite_note-Pullan000-16"><span class="cite-bracket">&#91;</span>16<span class="cite-bracket">&#93;</span></a></sup> </p> <div class="mw-heading mw-heading3"><h3 id="Systems">Systems</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Scientific_modelling&amp;action=edit&amp;section=6" title="Edit section: Systems"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>A <a href="/wiki/System" title="System">system</a> is a set of interacting or interdependent entities, real or abstract, forming an integrated whole. In general, a system is a construct or collection of different elements that together can produce results not obtainable by the elements alone.<sup id="cite_ref-17" class="reference"><a href="#cite_note-17"><span class="cite-bracket">&#91;</span>17<span class="cite-bracket">&#93;</span></a></sup> The concept of an 'integrated whole' can also be stated in terms of a system embodying a set of relationships which are differentiated from relationships of the set to other elements, and form relationships between an element of the set and elements not a part of the relational regime. There are two types of system models: 1) discrete in which the variables change instantaneously at separate points in time and, 2) continuous where the state variables change continuously with respect to time.<sup id="cite_ref-18" class="reference"><a href="#cite_note-18"><span class="cite-bracket">&#91;</span>18<span class="cite-bracket">&#93;</span></a></sup> </p> <div class="mw-heading mw-heading3"><h3 id="Generating_a_model">Generating a model</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Scientific_modelling&amp;action=edit&amp;section=7" title="Edit section: Generating a model"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>Modelling is the process of generating a model as a conceptual representation of some phenomenon. Typically a model will deal with only some aspects of the phenomenon in question, and two models of the same phenomenon may be essentially different—that is to say, that the differences between them comprise more than just a simple renaming of components. </p><p>Such differences may be due to differing requirements of the model's end users, or to conceptual or aesthetic differences among the modelers and to contingent decisions made during the modelling process. Considerations that may influence the <a href="/wiki/Structure" title="Structure">structure</a> of a model might be the modeler's preference for a reduced <a href="/wiki/Ontology" title="Ontology">ontology</a>, preferences regarding <a href="/wiki/Statistical_model" title="Statistical model">statistical models</a> versus <a href="/wiki/Deterministic_system" title="Deterministic system">deterministic models</a>, discrete versus continuous time, etc. In any case, users of a model need to understand the assumptions made that are pertinent to its validity for a given use. </p><p>Building a model requires <a href="/wiki/Abstraction" title="Abstraction">abstraction</a>. Assumptions are used in modelling in order to specify the domain of application of the model. For example, the <a href="/wiki/Special_relativity" title="Special relativity">special theory of relativity</a> assumes an <a href="/wiki/Inertial_frame_of_reference" title="Inertial frame of reference">inertial frame of reference</a>. This assumption was contextualized and further explained by the <a href="/wiki/General_theory_of_relativity" class="mw-redirect" title="General theory of relativity">general theory of relativity</a>. A model makes accurate predictions when its assumptions are valid, and might well not make accurate predictions when its assumptions do not hold. Such assumptions are often the point with which older theories are succeeded by new ones (the <a href="/wiki/General_relativity" title="General relativity">general theory of relativity</a> works in non-inertial reference frames as well). </p> <div class="mw-heading mw-heading3"><h3 id="Evaluating_a_model">Evaluating a model</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Scientific_modelling&amp;action=edit&amp;section=8" title="Edit section: Evaluating a model"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <style data-mw-deduplicate="TemplateStyles:r1236090951">.mw-parser-output .hatnote{font-style:italic}.mw-parser-output div.hatnote{padding-left:1.6em;margin-bottom:0.5em}.mw-parser-output .hatnote i{font-style:normal}.mw-parser-output .hatnote+link+.hatnote{margin-top:-0.5em}@media print{body.ns-0 .mw-parser-output .hatnote{display:none!important}}</style><div role="note" class="hatnote navigation-not-searchable">See also: <a href="/wiki/Models_of_scientific_inquiry#Choice_of_a_theory" title="Models of scientific inquiry">Models of scientific inquiry §&#160;Choice of a theory</a></div> <p>A model is evaluated first and foremost by its consistency to empirical data; any model inconsistent with reproducible observations must be modified or rejected. One way to modify the model is by restricting the domain over which it is credited with having high validity. A case in point is Newtonian physics, which is highly useful except for the very small, the very fast, and the very massive phenomena of the universe. However, a fit to empirical data alone is not sufficient for a model to be accepted as valid. Factors important in evaluating a model include:<sup class="noprint Inline-Template Template-Fact" style="white-space:nowrap;">&#91;<i><a href="/wiki/Wikipedia:Citation_needed" title="Wikipedia:Citation needed"><span title="This claim needs references to reliable sources. (May 2008)">citation needed</span></a></i>&#93;</sup> </p> <ul><li>Ability to explain past observations</li> <li>Ability to predict future observations</li> <li>Cost of use, especially in combination with other models</li> <li>Refutability, enabling estimation of the degree of confidence in the model</li> <li>Simplicity, or even aesthetic appeal</li></ul> <p>People may attempt to quantify the evaluation of a model using a <a href="/wiki/Utility_function" class="mw-redirect" title="Utility function">utility function</a>. </p> <div class="mw-heading mw-heading3"><h3 id="Visualization">Visualization</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Scientific_modelling&amp;action=edit&amp;section=9" title="Edit section: Visualization"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p><a href="/wiki/Visualization_(computer_graphics)" class="mw-redirect" title="Visualization (computer graphics)">Visualization</a> is any technique for creating images, diagrams, or animations to communicate a message. Visualization through visual imagery has been an effective way to communicate both abstract and concrete ideas since the dawn of man. Examples from history include <a href="/wiki/Cave_painting" title="Cave painting">cave paintings</a>, <a href="/wiki/Egyptian_hieroglyphs" title="Egyptian hieroglyphs">Egyptian hieroglyphs</a>, Greek <a href="/wiki/Geometry" title="Geometry">geometry</a>, and <a href="/wiki/Leonardo_da_Vinci" title="Leonardo da Vinci">Leonardo da Vinci</a>'s revolutionary methods of technical drawing for engineering and scientific purposes. </p> <div class="mw-heading mw-heading3"><h3 id="Space_mapping">Space mapping</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Scientific_modelling&amp;action=edit&amp;section=10" title="Edit section: Space mapping"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p><a href="/wiki/Space_mapping" title="Space mapping">Space mapping</a> refers to a methodology that employs a "quasi-global" modelling formulation to link companion "coarse" (ideal or low-fidelity) with "fine" (practical or high-fidelity) models of different complexities. In <a href="/wiki/Engineering_optimization" title="Engineering optimization">engineering optimization</a>, space mapping aligns (maps) a very fast coarse model with its related expensive-to-compute fine model so as to avoid direct expensive optimization of the fine model. The alignment process iteratively refines a "mapped" coarse model (<a href="/wiki/Surrogate_model" title="Surrogate model">surrogate model</a>). </p> <div class="mw-heading mw-heading2"><h2 id="Types">Types</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Scientific_modelling&amp;action=edit&amp;section=11" title="Edit section: Types"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <style data-mw-deduplicate="TemplateStyles:r1216972533">.mw-parser-output .col-begin{border-collapse:collapse;padding:0;color:inherit;width:100%;border:0;margin:0}.mw-parser-output .col-begin-small{font-size:90%}.mw-parser-output .col-break{vertical-align:top;text-align:left}.mw-parser-output .col-break-2{width:50%}.mw-parser-output .col-break-3{width:33.3%}.mw-parser-output .col-break-4{width:25%}.mw-parser-output .col-break-5{width:20%}@media(max-width:720px){.mw-parser-output .col-begin,.mw-parser-output .col-begin>tbody,.mw-parser-output .col-begin>tbody>tr,.mw-parser-output .col-begin>tbody>tr>td{display:block!important;width:100%!important}.mw-parser-output .col-break{padding-left:0!important}}</style><div> <table class="col-begin" role="presentation"> <tbody><tr> <td class="col-break"> <ul><li><a href="/wiki/Analogical_modeling" title="Analogical modeling">Analogical modelling</a></li> <li><a href="/wiki/Assembly_modelling" title="Assembly modelling">Assembly modelling</a></li> <li><a href="/wiki/Catastrophe_modeling" title="Catastrophe modeling">Catastrophe modelling</a></li> <li><a href="/wiki/Choice_modelling" title="Choice modelling">Choice modelling</a></li> <li><a href="/wiki/Climate_model" title="Climate model">Climate model</a></li> <li><a href="/wiki/Computational_model" title="Computational model">Computational model</a></li> <li><a href="/wiki/Continuous_modelling" title="Continuous modelling">Continuous modelling</a></li> <li><a href="/wiki/Data_modeling" title="Data modeling">Data modelling</a></li> <li><a href="/wiki/Discrete_modelling" title="Discrete modelling">Discrete modelling</a></li> <li><a href="/wiki/Document_modelling" class="mw-redirect" title="Document modelling">Document modelling</a></li> <li><a href="/wiki/Econometric_model" title="Econometric model">Econometric model</a></li> <li><a href="/wiki/Economic_model" title="Economic model">Economic model</a></li> <li><a href="/wiki/Ecosystem_model" title="Ecosystem model">Ecosystem model</a></li></ul> </td> <td class="col-break"> <ul><li><a href="/wiki/Empirical_modelling" title="Empirical modelling">Empirical modelling</a></li> <li><a href="/wiki/Enterprise_modelling" title="Enterprise modelling">Enterprise modelling</a></li> <li><a href="/wiki/Futures_studies" title="Futures studies">Futures studies</a></li> <li><a href="/wiki/Geologic_modelling" title="Geologic modelling">Geologic modelling</a></li> <li><a href="/wiki/Goal_modeling" title="Goal modeling">Goal modeling</a></li> <li><a href="/wiki/Homology_modeling" title="Homology modeling">Homology modelling</a></li> <li><a href="/wiki/Hydrogeology" title="Hydrogeology">Hydrogeology</a></li> <li><a href="/wiki/Hydrography" title="Hydrography">Hydrography</a></li> <li><a href="/wiki/Hydrology#Hydrologic_modeling" title="Hydrology">Hydrologic modelling</a></li> <li><a href="/wiki/Informative_modelling" class="mw-redirect" title="Informative modelling">Informative modelling</a></li> <li><a href="/wiki/Microscale_and_macroscale_models" title="Microscale and macroscale models">Macroscale modelling</a></li> <li><a href="/wiki/Mathematical_model" title="Mathematical model">Mathematical modelling</a></li></ul> </td> <td class="col-break"> <ul><li><a href="/wiki/Metabolic_network_modelling" title="Metabolic network modelling">Metabolic network modelling</a></li> <li><a href="/wiki/Microscale_and_macroscale_models" title="Microscale and macroscale models">Microscale modelling</a></li> <li><a href="/wiki/Modeling_biological_systems" class="mw-redirect" title="Modeling biological systems">Modelling biological systems</a></li> <li><a href="/wiki/Mathematical_modelling_of_infectious_disease" class="mw-redirect" title="Mathematical modelling of infectious disease">Modelling in epidemiology</a></li> <li><a href="/wiki/Molecular_modelling" title="Molecular modelling">Molecular modelling</a></li> <li>Multicomputational model</li> <li><a href="/wiki/Multiscale_modeling" title="Multiscale modeling">Multiscale modelling</a></li> <li><a href="/wiki/Neuro-linguistic_programming" title="Neuro-linguistic programming">NLP modelling</a></li> <li><a href="/wiki/Phenomenological_model" title="Phenomenological model">Phenomenological modelling</a></li> <li><a href="/wiki/Predictive_intake_modelling" title="Predictive intake modelling">Predictive intake modelling</a></li> <li><a href="/wiki/Predictive_modelling" title="Predictive modelling">Predictive modelling</a></li> <li><a href="/wiki/Scale_model" title="Scale model">Scale modelling</a></li> <li><a href="/wiki/Simulation" title="Simulation">Simulation</a></li></ul> </td> <td class="col-break"> <ul><li><a href="/wiki/Modeling_language" title="Modeling language">Software modelling</a></li> <li><a href="/wiki/Solid_modeling" title="Solid modeling">Solid modelling</a></li> <li><a href="/wiki/Space_mapping" title="Space mapping">Space mapping</a></li> <li><a href="/wiki/Statistical_model" title="Statistical model">Statistical model</a></li> <li><a href="/wiki/Stochastic_modelling_(insurance)" title="Stochastic modelling (insurance)">Stochastic modelling (insurance)</a></li> <li><a href="/wiki/Surrogate_model" title="Surrogate model">Surrogate model</a></li> <li><a href="/wiki/System_architecture" class="mw-redirect" title="System architecture">System architecture</a></li> <li><a href="/wiki/System_dynamics" title="System dynamics">System dynamics</a></li> <li><a href="/wiki/Systems_modeling" title="Systems modeling">Systems modelling</a></li> <li><a href="/wiki/System-level_simulation" title="System-level simulation">System-level modelling and simulation</a></li> <li><a href="/wiki/Water_quality_modelling" title="Water quality modelling">Water quality modelling</a></li></ul> <p>&#32; </p> </td></tr></tbody></table></div> <div class="mw-heading mw-heading2"><h2 id="Applications">Applications</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Scientific_modelling&amp;action=edit&amp;section=12" title="Edit section: Applications"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <div class="mw-heading mw-heading3"><h3 id="Modelling_and_simulation">Modelling and simulation</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Scientific_modelling&amp;action=edit&amp;section=13" title="Edit section: Modelling and simulation"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>One application of scientific modelling is the field of <a href="/wiki/Modelling_and_simulation" class="mw-redirect" title="Modelling and simulation">modelling and simulation</a>, generally referred to as "M&amp;S". M&amp;S has a spectrum of applications which range from concept development and analysis, through experimentation, measurement, and verification, to disposal analysis. Projects and programs may use hundreds of different simulations, simulators and model analysis tools. </p> <figure class="mw-halign-center" typeof="mw:File/Thumb"><a href="/wiki/File:Modeling_and_Simulation_Integrated_Use.jpg" class="mw-file-description"><img src="//upload.wikimedia.org/wikipedia/commons/thumb/c/c0/Modeling_and_Simulation_Integrated_Use.jpg/600px-Modeling_and_Simulation_Integrated_Use.jpg" decoding="async" width="600" height="429" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/c/c0/Modeling_and_Simulation_Integrated_Use.jpg 1.5x" data-file-width="700" data-file-height="500" /></a><figcaption>Example of the integrated use of Modelling and Simulation in Defence life cycle management. The modelling and simulation in this image is represented in the center of the image with the three containers.<sup id="cite_ref-SEF_15-1" class="reference"><a href="#cite_note-SEF-15"><span class="cite-bracket">&#91;</span>15<span class="cite-bracket">&#93;</span></a></sup></figcaption></figure> <p>The figure shows how modelling and simulation is used as a central part of an integrated program in a defence capability development process.<sup id="cite_ref-SEF_15-2" class="reference"><a href="#cite_note-SEF-15"><span class="cite-bracket">&#91;</span>15<span class="cite-bracket">&#93;</span></a></sup> </p> <div class="mw-heading mw-heading2"><h2 id="See_also">See also</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Scientific_modelling&amp;action=edit&amp;section=14" title="Edit section: See also"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <ul><li><a href="/wiki/Abductive_reasoning" title="Abductive reasoning">Abductive reasoning</a>&#160;– Inference seeking the simplest and most likely explanation</li> <li><a href="/wiki/All_models_are_wrong" title="All models are wrong">All models are wrong</a>&#160;– Aphorism in statistics</li> <li><a href="/wiki/Data_and_information_visualization" title="Data and information visualization">Data and information visualization</a>&#160;– Visual representation of data</li> <li><a href="/wiki/Heuristic" title="Heuristic">Heuristic</a>&#160;– Problem-solving method</li> <li><a href="/wiki/Inverse_problem" title="Inverse problem">Inverse problem</a>&#160;– Process of calculating the causal factors that produced a set of observations</li> <li><a href="/wiki/Scientific_visualization" title="Scientific visualization">Scientific visualization</a>&#160;– Interdisciplinary branch of science concerned with presenting scientific data visually</li> <li><a href="/wiki/Statistical_model" title="Statistical model">Statistical model</a>&#160;– Type of mathematical model</li></ul> <div class="mw-heading mw-heading2"><h2 id="References">References</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Scientific_modelling&amp;action=edit&amp;section=15" title="Edit section: References"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <style data-mw-deduplicate="TemplateStyles:r1239543626">.mw-parser-output .reflist{margin-bottom:0.5em;list-style-type:decimal}@media screen{.mw-parser-output .reflist{font-size:90%}}.mw-parser-output .reflist .references{font-size:100%;margin-bottom:0;list-style-type:inherit}.mw-parser-output .reflist-columns-2{column-width:30em}.mw-parser-output .reflist-columns-3{column-width:25em}.mw-parser-output .reflist-columns{margin-top:0.3em}.mw-parser-output .reflist-columns ol{margin-top:0}.mw-parser-output .reflist-columns li{page-break-inside:avoid;break-inside:avoid-column}.mw-parser-output .reflist-upper-alpha{list-style-type:upper-alpha}.mw-parser-output .reflist-upper-roman{list-style-type:upper-roman}.mw-parser-output .reflist-lower-alpha{list-style-type:lower-alpha}.mw-parser-output .reflist-lower-greek{list-style-type:lower-greek}.mw-parser-output .reflist-lower-roman{list-style-type:lower-roman}</style><div class="reflist"> <div class="mw-references-wrap mw-references-columns"><ol class="references"> <li id="cite_note-1"><span class="mw-cite-backlink"><b><a href="#cite_ref-1">^</a></b></span> <span class="reference-text">Cartwright, Nancy. 1983. <i><a rel="nofollow" class="external text" href="http://www.generativescience.org/papers/nature/Cartwright-_1983.pdf">How the Laws of Physics Lie</a></i>. Oxford University Press</span> </li> <li id="cite_note-2"><span class="mw-cite-backlink"><b><a href="#cite_ref-2">^</a></b></span> <span class="reference-text">Hacking, Ian. 1983. <i>Representing and Intervening. Introductory Topics in the Philosophy of Natural Science</i>. Cambridge University Press</span> </li> <li id="cite_note-3"><span class="mw-cite-backlink"><b><a href="#cite_ref-3">^</a></b></span> <span class="reference-text">von Neumann, J. (1995), "Method in the physical sciences", in Bródy F., Vámos, T. (editors), <i>The Neumann Compendium</i>, <a href="/wiki/World_Scientific" title="World Scientific">World Scientific</a>, p. 628; previously published in <i>The Unity of Knowledge</i>, edited by L. Leary (1955), pp. 157-164, and also in <i>John von Neumann Collected Works</i>, edited by A. Taub, Volume VI, pp. 491-498.</span> </li> <li id="cite_note-4"><span class="mw-cite-backlink"><b><a href="#cite_ref-4">^</a></b></span> <span class="reference-text">Frigg and <a href="/wiki/Stephan_Hartmann" title="Stephan Hartmann">Hartmann</a> (2009) state: "Philosophers are acknowledging the importance of models with increasing attention and are probing the assorted roles that models play in scientific practice". Source: Frigg, Roman and <a href="/wiki/Stephan_Hartmann" title="Stephan Hartmann">Hartmann, Stephan</a>, "Models in Science", <i>The Stanford Encyclopedia of Philosophy</i> (Summer 2009 Edition), Edward N. Zalta (ed.), (<a rel="nofollow" class="external text" href="http://plato.stanford.edu/archives/sum2009/entries/models-science/">source</a>)</span> </li> <li id="cite_note-5"><span class="mw-cite-backlink"><b><a href="#cite_ref-5">^</a></b></span> <span class="reference-text"><style data-mw-deduplicate="TemplateStyles:r1238218222">.mw-parser-output cite.citation{font-style:inherit;word-wrap:break-word}.mw-parser-output .citation q{quotes:"\"""\"""'""'"}.mw-parser-output .citation:target{background-color:rgba(0,127,255,0.133)}.mw-parser-output .id-lock-free.id-lock-free a{background:url("//upload.wikimedia.org/wikipedia/commons/6/65/Lock-green.svg")right 0.1em center/9px no-repeat}.mw-parser-output .id-lock-limited.id-lock-limited a,.mw-parser-output .id-lock-registration.id-lock-registration a{background:url("//upload.wikimedia.org/wikipedia/commons/d/d6/Lock-gray-alt-2.svg")right 0.1em center/9px no-repeat}.mw-parser-output .id-lock-subscription.id-lock-subscription a{background:url("//upload.wikimedia.org/wikipedia/commons/a/aa/Lock-red-alt-2.svg")right 0.1em center/9px no-repeat}.mw-parser-output .cs1-ws-icon a{background:url("//upload.wikimedia.org/wikipedia/commons/4/4c/Wikisource-logo.svg")right 0.1em center/12px no-repeat}body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .id-lock-free a,body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .id-lock-limited a,body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .id-lock-registration a,body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .id-lock-subscription a,body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .cs1-ws-icon a{background-size:contain;padding:0 1em 0 0}.mw-parser-output .cs1-code{color:inherit;background:inherit;border:none;padding:inherit}.mw-parser-output .cs1-hidden-error{display:none;color:var(--color-error,#d33)}.mw-parser-output .cs1-visible-error{color:var(--color-error,#d33)}.mw-parser-output .cs1-maint{display:none;color:#085;margin-left:0.3em}.mw-parser-output .cs1-kern-left{padding-left:0.2em}.mw-parser-output .cs1-kern-right{padding-right:0.2em}.mw-parser-output .citation .mw-selflink{font-weight:inherit}@media screen{.mw-parser-output .cs1-format{font-size:95%}html.skin-theme-clientpref-night .mw-parser-output .cs1-maint{color:#18911f}}@media screen and (prefers-color-scheme:dark){html.skin-theme-clientpref-os .mw-parser-output .cs1-maint{color:#18911f}}</style><cite id="CITEREFNamdarShen2015" class="citation journal cs1">Namdar, Bahadir; Shen, Ji (2015-02-18). "Modelling-Oriented Assessment in K-12 Science Education: A synthesis of research from 1980 to 2013 and new directions". <i>International Journal of Science Education</i>. <b>37</b> (7): 993–1023. <a href="/wiki/Bibcode_(identifier)" class="mw-redirect" title="Bibcode (identifier)">Bibcode</a>:<a rel="nofollow" class="external text" href="https://ui.adsabs.harvard.edu/abs/2015IJSEd..37..993N">2015IJSEd..37..993N</a>. <a href="/wiki/Doi_(identifier)" class="mw-redirect" title="Doi (identifier)">doi</a>:<a rel="nofollow" class="external text" href="https://doi.org/10.1080%2F09500693.2015.1012185">10.1080/09500693.2015.1012185</a>. <a href="/wiki/ISSN_(identifier)" class="mw-redirect" title="ISSN (identifier)">ISSN</a>&#160;<a rel="nofollow" class="external text" href="https://search.worldcat.org/issn/0950-0693">0950-0693</a>. <a href="/wiki/S2CID_(identifier)" class="mw-redirect" title="S2CID (identifier)">S2CID</a>&#160;<a rel="nofollow" class="external text" href="https://api.semanticscholar.org/CorpusID:143865553">143865553</a>.</cite><span title="ctx_ver=Z39.88-2004&amp;rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&amp;rft.genre=article&amp;rft.jtitle=International+Journal+of+Science+Education&amp;rft.atitle=Modelling-Oriented+Assessment+in+K-12+Science+Education%3A+A+synthesis+of+research+from+1980+to+2013+and+new+directions&amp;rft.volume=37&amp;rft.issue=7&amp;rft.pages=993-1023&amp;rft.date=2015-02-18&amp;rft_id=info%3Adoi%2F10.1080%2F09500693.2015.1012185&amp;rft_id=https%3A%2F%2Fapi.semanticscholar.org%2FCorpusID%3A143865553%23id-name%3DS2CID&amp;rft.issn=0950-0693&amp;rft_id=info%3Abibcode%2F2015IJSEd..37..993N&amp;rft.aulast=Namdar&amp;rft.aufirst=Bahadir&amp;rft.au=Shen%2C+Ji&amp;rfr_id=info%3Asid%2Fen.wikipedia.org%3AScientific+modelling" class="Z3988"></span></span> </li> <li id="cite_note-6"><span class="mw-cite-backlink"><b><a href="#cite_ref-6">^</a></b></span> <span class="reference-text">Box, George E.P. &amp; Draper, N.R. (1987). [Empirical Model-Building and Response Surfaces.] <i>Wiley</i>. p. 424</span> </li> <li id="cite_note-7"><span class="mw-cite-backlink"><b><a href="#cite_ref-7">^</a></b></span> <span class="reference-text">Hagedorn, R. <i>et al.</i> (2005) <a rel="nofollow" class="external text" href="https://www.ecmwf.int/staff/paco_doblas/abstr/tellus05_1.pdf,">http://www.ecmwf.int/staff/paco_doblas/abstr/tellus05_1.pdf</a><sup class="noprint Inline-Template"><span style="white-space: nowrap;">&#91;<i><a href="/wiki/Wikipedia:Link_rot" title="Wikipedia:Link rot"><span title="&#160;Dead link tagged May 2018">permanent dead link</span></a></i><span style="visibility:hidden; color:transparent; padding-left:2px">&#8205;</span>&#93;</span></sup> <i>Tellus</i> 57A:219–33</span> </li> <li id="cite_note-tcarotmimanass-8"><span class="mw-cite-backlink"><b><a href="#cite_ref-tcarotmimanass_8-0">^</a></b></span> <span class="reference-text"><a href="/wiki/Leo_Apostel" title="Leo Apostel">Leo Apostel</a> (1961). "Formal study of models". In: <i>The Concept and the Role of the Model in Mathematics and Natural and Social</i>. Edited by <a href="/wiki/Hans_Freudenthal" title="Hans Freudenthal">Hans Freudenthal</a>. Springer. pp. 8–9 (<a rel="nofollow" class="external text" href="https://books.google.com/books?id=8083fb2EuAMC&amp;q=The+Concept+and+the+Role+of+the+Model+in+Mathematics+and+Natural+and+Social+Sciences&amp;pg=PA8">Source</a>)]<i>,</i></span> </li> <li id="cite_note-9"><span class="mw-cite-backlink"><b><a href="#cite_ref-9">^</a></b></span> <span class="reference-text">Ritchey, T. (2012) <a rel="nofollow" class="external text" href="http://www.amg.swemorph.com/pdf/amg-1-1-2012.pdf">Outline for a Morphology of Modelling Methods: Contribution to a General Theory of Modelling</a></span> </li> <li id="cite_note-10"><span class="mw-cite-backlink"><b><a href="#cite_ref-10">^</a></b></span> <span class="reference-text"><a href="/wiki/C._West_Churchman" title="C. West Churchman">C. West Churchman</a>, <i>The Systems Approach</i>, New York: Dell Publishing, 1968, p. 61</span> </li> <li id="cite_note-11"><span class="mw-cite-backlink"><b><a href="#cite_ref-11">^</a></b></span> <span class="reference-text">Griffiths, E. C. (2010) <a rel="nofollow" class="external text" href="https://sites.google.com/a/ncsu.edu/emily-griffiths/whatisamodel.pdf">What is a model?</a></span> </li> <li id="cite_note-12"><span class="mw-cite-backlink"><b><a href="#cite_ref-12">^</a></b></span> <span class="reference-text">Tolk, A. (2015). Learning something right from models that are wrong – Epistemology of Simulation. In Yilmaz, L. (Ed.) <i>Concepts and Methodologies in Modelling and Simulation.</i> Springer–Verlag. pp. 87–106</span> </li> <li id="cite_note-13"><span class="mw-cite-backlink"><b><a href="#cite_ref-13">^</a></b></span> <span class="reference-text">Oberkampf, W. L., DeLand, S. M., Rutherford, B. M., Diegert, K. V., &amp; Alvin, K. F. (2002). Error and uncertainty in modelling and simulation. <i>Reliability Engineering &amp; System Safety</i> 75(3): 333–57.</span> </li> <li id="cite_note-14"><span class="mw-cite-backlink"><b><a href="#cite_ref-14">^</a></b></span> <span class="reference-text">Ihrig, M. (2012). A New Research Architecture For The Simulation Era. In <i>European Council on Modelling and Simulation</i>. pp. 715–20).</span> </li> <li id="cite_note-SEF-15"><span class="mw-cite-backlink">^ <a href="#cite_ref-SEF_15-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-SEF_15-1"><sup><i><b>b</b></i></sup></a> <a href="#cite_ref-SEF_15-2"><sup><i><b>c</b></i></sup></a></span> <span class="reference-text"><a rel="nofollow" class="external text" href="http://www.dau.mil/pubs/pdf/SEFGuide%2001-01.pdf"><i>Systems Engineering Fundamentals.</i></a> <a rel="nofollow" class="external text" href="https://web.archive.org/web/20070927203501/http://www.dau.mil/pubs/pdf/SEFGuide%2001-01.pdf">Archived</a> 2007-09-27 at the <a href="/wiki/Wayback_Machine" title="Wayback Machine">Wayback Machine</a> Defense Acquisition University Press, 2003.</span> </li> <li id="cite_note-Pullan000-16"><span class="mw-cite-backlink"><b><a href="#cite_ref-Pullan000_16-0">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFPullan2000" class="citation book cs1">Pullan, Wendy (2000). <i>Structure</i>. Cambridge: Cambridge University Press. <a href="/wiki/ISBN_(identifier)" class="mw-redirect" title="ISBN (identifier)">ISBN</a>&#160;<a href="/wiki/Special:BookSources/0-521-78258-9" title="Special:BookSources/0-521-78258-9"><bdi>0-521-78258-9</bdi></a>.</cite><span title="ctx_ver=Z39.88-2004&amp;rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&amp;rft.genre=book&amp;rft.btitle=Structure&amp;rft.place=Cambridge&amp;rft.pub=Cambridge+University+Press&amp;rft.date=2000&amp;rft.isbn=0-521-78258-9&amp;rft.aulast=Pullan&amp;rft.aufirst=Wendy&amp;rfr_id=info%3Asid%2Fen.wikipedia.org%3AScientific+modelling" class="Z3988"></span></span> </li> <li id="cite_note-17"><span class="mw-cite-backlink"><b><a href="#cite_ref-17">^</a></b></span> <span class="reference-text">Fishwick PA. (1995). Simulation Model Design and Execution: Building Digital Worlds. Upper Saddle River, NJ: Prentice-Hall.</span> </li> <li id="cite_note-18"><span class="mw-cite-backlink"><b><a href="#cite_ref-18">^</a></b></span> <span class="reference-text">Sokolowski, J.A., Banks, C.M.(2009). Principles of Modelling and Simulation. Hoboken, NJ: John Wiley and Sons.</span> </li> </ol></div></div> <div class="mw-heading mw-heading2"><h2 id="Further_reading">Further reading</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Scientific_modelling&amp;action=edit&amp;section=16" title="Edit section: Further reading"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>Nowadays there are some 40 magazines about scientific modelling which offer all kinds of international forums. Since the 1960s there is a strongly growing number of books and magazines about specific forms of scientific modelling. There is also a lot of discussion about scientific modelling in the philosophy-of-science literature. A selection: </p> <ul><li>Rainer Hegselmann, Ulrich Müller and Klaus Troitzsch (eds.) (1996). <i><a rel="nofollow" class="external text" href="https://books.google.com/books?id=y1dFny4vWt0C">Modelling and Simulation in the Social Sciences from the Philosophy of Science Point of View</a>. Theory and Decision Library</i>. Dordrecht: Kluwer.</li> <li>Paul Humphreys (2004). <i>Extending Ourselves: Computational Science, Empiricism, and Scientific Method</i>. Oxford: <a href="/wiki/Oxford_University_Press" title="Oxford University Press">Oxford University Press</a>.</li> <li>Johannes Lenhard, Günter Küppers and Terry Shinn (Eds.) (2006) "Simulation: Pragmatic Constructions of Reality", Springer Berlin.</li> <li>Tom Ritchey (2012). "Outline for a Morphology of Modelling Methods: Contribution to a General Theory of Modelling". In: <i>Acta Morphologica Generalis</i>, Vol 1. No 1. pp.&#160;1–20.</li> <li>William Silvert (2001). "Modelling as a Discipline". In: <i>Int. J. General Systems.</i> Vol. 30(3), pp. 261.</li> <li>Sergio Sismondo and Snait Gissis (eds.) (1999). <i>Modeling and Simulation. Special Issue of Science in Context</i> 12.</li> <li>Eric Winsberg (2018) "Philosophy and Climate Science" Cambridge: <a href="/wiki/Cambridge_University_Press" title="Cambridge University Press">Cambridge University Press</a></li> <li>Eric Winsberg (2010) "Science in the Age of Computer Simulation" Chicago: <a href="/wiki/University_of_Chicago_Press" title="University of Chicago Press">University of Chicago Press</a></li> <li>Eric Winsberg (2003). "Simulated Experiments: Methodology for a Virtual World". In: <i>Philosophy of Science</i> 70: 105–125.</li> <li>Tomáš Helikar, Jim A Rogers (2009). "<a rel="nofollow" class="external text" href="http://thecellcollective.org/cc.web/spring/internal-simulate?execution=e5s1">ChemChains</a>: a platform for simulation and analysis of biochemical networks aimed to laboratory scientists". <a rel="nofollow" class="external text" href="http://www.biomedcentral.com/1752-0509/3/58">BioMed Central</a>.</li></ul> <div class="mw-heading mw-heading2"><h2 id="External_links">External links</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Scientific_modelling&amp;action=edit&amp;section=17" title="Edit section: External links"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <style data-mw-deduplicate="TemplateStyles:r1235681985">.mw-parser-output .side-box{margin:4px 0;box-sizing:border-box;border:1px solid #aaa;font-size:88%;line-height:1.25em;background-color:var(--background-color-interactive-subtle,#f8f9fa);display:flow-root}.mw-parser-output .side-box-abovebelow,.mw-parser-output .side-box-text{padding:0.25em 0.9em}.mw-parser-output .side-box-image{padding:2px 0 2px 0.9em;text-align:center}.mw-parser-output .side-box-imageright{padding:2px 0.9em 2px 0;text-align:center}@media(min-width:500px){.mw-parser-output .side-box-flex{display:flex;align-items:center}.mw-parser-output .side-box-text{flex:1;min-width:0}}@media(min-width:720px){.mw-parser-output .side-box{width:238px}.mw-parser-output .side-box-right{clear:right;float:right;margin-left:1em}.mw-parser-output .side-box-left{margin-right:1em}}</style><style data-mw-deduplicate="TemplateStyles:r1237033735">@media print{body.ns-0 .mw-parser-output .sistersitebox{display:none!important}}@media screen{html.skin-theme-clientpref-night .mw-parser-output .sistersitebox img[src*="Wiktionary-logo-en-v2.svg"]{background-color:white}}@media screen and (prefers-color-scheme:dark){html.skin-theme-clientpref-os .mw-parser-output .sistersitebox img[src*="Wiktionary-logo-en-v2.svg"]{background-color:white}}</style><div class="side-box side-box-right plainlinks sistersitebox"><style data-mw-deduplicate="TemplateStyles:r1126788409">.mw-parser-output .plainlist ol,.mw-parser-output .plainlist ul{line-height:inherit;list-style:none;margin:0;padding:0}.mw-parser-output .plainlist ol li,.mw-parser-output .plainlist ul li{margin-bottom:0}</style> <div class="side-box-flex"> <div class="side-box-image"><span class="noviewer" typeof="mw:File"><span><img alt="" src="//upload.wikimedia.org/wikipedia/commons/thumb/f/fa/Wikiquote-logo.svg/34px-Wikiquote-logo.svg.png" decoding="async" width="34" height="40" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/f/fa/Wikiquote-logo.svg/51px-Wikiquote-logo.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/f/fa/Wikiquote-logo.svg/68px-Wikiquote-logo.svg.png 2x" data-file-width="300" data-file-height="355" /></span></span></div> <div class="side-box-text plainlist">Wikiquote has quotations related to <i><b><a href="https://en.wikiquote.org/wiki/Special:Search/Scientific_modelling" class="extiw" title="q:Special:Search/Scientific modelling">Scientific modelling</a></b></i>.</div></div> </div> <link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1235681985"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1237033735"><div class="side-box side-box-right plainlinks sistersitebox"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1126788409"> <div class="side-box-flex"> <div class="side-box-image"><span class="noviewer" typeof="mw:File"><span><img alt="" src="//upload.wikimedia.org/wikipedia/en/thumb/4/4a/Commons-logo.svg/30px-Commons-logo.svg.png" decoding="async" width="30" height="40" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/en/thumb/4/4a/Commons-logo.svg/45px-Commons-logo.svg.png 1.5x, //upload.wikimedia.org/wikipedia/en/thumb/4/4a/Commons-logo.svg/59px-Commons-logo.svg.png 2x" data-file-width="1024" data-file-height="1376" /></span></span></div> <div class="side-box-text plainlist">Wikimedia Commons has media related to <span style="font-weight: bold; font-style: italic;"><a href="https://commons.wikimedia.org/wiki/Category:Scientific_modeling" class="extiw" title="commons:Category:Scientific modeling">Scientific modeling</a></span>.</div></div> </div> <ul><li><a rel="nofollow" class="external text" href="http://www.iep.utm.edu/models/">Models</a>. Entry in the <i><a href="/wiki/Internet_Encyclopedia_of_Philosophy" title="Internet Encyclopedia of Philosophy">Internet Encyclopedia of Philosophy</a></i></li> <li><a rel="nofollow" class="external text" href="http://plato.stanford.edu/entries/models-science/">Models in Science</a>. Entry in the <i>Stanford Encyclopedia of Philosophy</i></li> <li><a rel="nofollow" class="external text" href="http://philsci-archive.pitt.edu/archive/00002412/">The World as a Process: Simulations in the Natural and Social Sciences</a>, in: R. Hegselmann et al. (eds.), Modelling and Simulation in the Social Sciences from the Philosophy of Science Point of View, Theory and Decision Library. Dordrecht: Kluwer 1996, 77-100.</li> <li><a rel="nofollow" class="external text" href="https://web.archive.org/web/20121105182301/http://www.nsf.gov/cise/kdi/ideas/algorithms.html">Research in simulation and modelling of various physical systems</a></li> <li><a rel="nofollow" class="external text" href="https://wqic.nal.usda.gov/tools-and-guides/modeling">Modelling</a> Water Quality Information Center, U.S. Department of Agriculture</li> <li><a rel="nofollow" class="external text" href="http://www.ecotoxmodels.org/">Ecotoxicology &amp; Models</a></li> <li><a rel="nofollow" class="external text" href="http://www.amg.swemorph.com/pdf/amg-1-1-2012.pdf/">A Morphology of Modelling Methods</a>. Acta Morphologica Generalis, Vol 1. No 1. pp.&#160;1–20.</li></ul> <div class="navbox-styles"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1129693374"><style data-mw-deduplicate="TemplateStyles:r1236075235">.mw-parser-output .navbox{box-sizing:border-box;border:1px solid #a2a9b1;width:100%;clear:both;font-size:88%;text-align:center;padding:1px;margin:1em auto 0}.mw-parser-output .navbox .navbox{margin-top:0}.mw-parser-output .navbox+.navbox,.mw-parser-output .navbox+.navbox-styles+.navbox{margin-top:-1px}.mw-parser-output .navbox-inner,.mw-parser-output .navbox-subgroup{width:100%}.mw-parser-output .navbox-group,.mw-parser-output .navbox-title,.mw-parser-output .navbox-abovebelow{padding:0.25em 1em;line-height:1.5em;text-align:center}.mw-parser-output .navbox-group{white-space:nowrap;text-align:right}.mw-parser-output .navbox,.mw-parser-output .navbox-subgroup{background-color:#fdfdfd}.mw-parser-output .navbox-list{line-height:1.5em;border-color:#fdfdfd}.mw-parser-output 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<li><a href="/wiki/Visual_analytics" title="Visual analytics">Visual analytics</a></li></ul> </div></td></tr></tbody></table></div> <div class="navbox-styles"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1129693374"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1236075235"></div><div role="navigation" class="navbox" aria-labelledby="Visualization_of_technical_information" style="padding:3px"><table class="nowraplinks mw-collapsible autocollapse navbox-inner" style="border-spacing:0;background:transparent;color:inherit"><tbody><tr><th scope="col" class="navbox-title" colspan="2"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1129693374"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1239400231"><div class="navbar plainlinks hlist navbar-mini"><ul><li class="nv-view"><a href="/wiki/Template:Visualization" title="Template:Visualization"><abbr title="View this template">v</abbr></a></li><li 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title="Crime mapping">Crime mapping</a></li> <li><a href="/wiki/Data_visualization" class="mw-redirect" title="Data visualization">Data visualization</a></li> <li><a href="/wiki/Visualization_(graphics)" title="Visualization (graphics)">Educational visualization</a></li> <li><a href="/wiki/Flow_visualization" title="Flow visualization">Flow visualization</a></li> <li><a href="/wiki/Geovisualization" title="Geovisualization">Geovisualization</a></li> <li><a href="/wiki/Information_visualization" class="mw-redirect" title="Information visualization">Information visualization</a></li> <li><a href="/wiki/Mathematical_diagram" title="Mathematical diagram">Mathematical visualization</a></li> <li><a href="/wiki/Medical_imaging" title="Medical imaging">Medical imaging</a></li> <li><a href="/wiki/Molecular_graphics" title="Molecular graphics">Molecular graphics</a></li> <li><a href="/wiki/Visualization_(graphics)" title="Visualization (graphics)">Product visualization</a></li> <li><a href="/wiki/Scientific_visualization" title="Scientific visualization">Scientific visualization</a></li> <li><a href="/wiki/Social_visualization" title="Social visualization">Social visualization</a></li> <li><a href="/wiki/Software_visualization" title="Software visualization">Software visualization</a></li> <li><a href="/wiki/Technical_drawing" title="Technical drawing">Technical drawing</a></li> <li><a href="/wiki/User_interface_design" title="User interface design">User interface design</a></li> <li><a href="/wiki/Visual_culture" title="Visual culture">Visual culture</a></li> <li><a href="/wiki/Volume_rendering" title="Volume rendering">Volume visualization</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Image <br />types</th><td class="navbox-list-with-group navbox-list navbox-even hlist" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Chart" title="Chart">Chart</a></li> <li><a href="/wiki/Diagram" title="Diagram">Diagram</a></li> <li><a href="/wiki/Engineering_drawing" title="Engineering drawing">Engineering drawing</a></li> <li><a href="/wiki/Graph_of_a_function" title="Graph of a function">Graph of a function</a></li> <li><a href="/wiki/Ideogram" title="Ideogram">Ideogram</a></li> <li><a href="/wiki/Map" title="Map">Map</a></li> <li><a href="/wiki/Photograph" title="Photograph">Photograph</a></li> <li><a href="/wiki/Pictogram" title="Pictogram">Pictogram</a></li> <li><a href="/wiki/Plot_(graphics)" title="Plot (graphics)">Plot</a></li> <li><a href="/wiki/Sankey_diagram" title="Sankey diagram">Sankey diagram</a></li> <li><a href="/wiki/Schematic" title="Schematic">Schematic</a></li> <li><a href="/wiki/Skeletal_formula" title="Skeletal formula">Skeletal formula</a></li> <li><a href="/wiki/Statistical_graphics" title="Statistical graphics">Statistical graphics</a></li> <li><a href="/wiki/Table_(information)" title="Table (information)">Table</a></li> <li><a href="/wiki/Technical_drawing" title="Technical drawing">Technical drawings</a></li> <li><a href="/wiki/Technical_illustration" title="Technical illustration">Technical illustration</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">People</th><td class="navbox-list-with-group navbox-list navbox-odd hlist" style="width:100%;padding:0"><div style="padding:0 0.25em"></div><table class="nowraplinks navbox-subgroup" style="border-spacing:0"><tbody><tr><th scope="row" class="navbox-group" style="width:1%">Pre-19th century</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Edmond_Halley" title="Edmond Halley">Edmond Halley</a></li> <li><a href="/wiki/Charles-Ren%C3%A9_de_Fourcroy" title="Charles-René de Fourcroy">Charles-René de Fourcroy</a></li> <li><a href="/wiki/Joseph_Priestley" title="Joseph Priestley">Joseph Priestley</a></li> <li><a href="/wiki/Gaspard_Monge" title="Gaspard Monge">Gaspard Monge</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">19th century</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Charles_Dupin" title="Charles Dupin">Charles Dupin</a></li> <li><a href="/wiki/Adolphe_Quetelet" title="Adolphe Quetelet">Adolphe Quetelet</a></li> <li><a href="/wiki/Andr%C3%A9-Michel_Guerry" title="André-Michel Guerry">André-Michel Guerry</a></li> <li><a href="/wiki/William_Playfair" title="William Playfair">William Playfair</a></li> <li><a href="/wiki/August_Kekul%C3%A9" title="August Kekulé">August Kekulé</a></li> <li><a href="/wiki/Charles_Joseph_Minard" title="Charles Joseph Minard">Charles Joseph Minard</a></li> <li><a href="/w/index.php?title=Luigi_Perozzo&amp;action=edit&amp;redlink=1" class="new" title="Luigi Perozzo (page does not exist)">Luigi Perozzo</a></li> <li><a href="/wiki/Francis_Amasa_Walker" title="Francis Amasa Walker">Francis Amasa Walker</a></li> <li><a href="/wiki/John_Venn" title="John Venn">John Venn</a></li> <li><a href="/wiki/Oliver_Byrne_(mathematician)" title="Oliver Byrne (mathematician)">Oliver Byrne</a></li> <li><a href="/wiki/Matthew_Henry_Phineas_Riall_Sankey" title="Matthew Henry Phineas Riall Sankey">Matthew Sankey</a></li> <li><a href="/wiki/Charles_Booth_(social_reformer)" title="Charles Booth (social reformer)">Charles Booth</a></li> <li><a href="/w/index.php?title=Georg_von_Mayr&amp;action=edit&amp;redlink=1" class="new" title="Georg von Mayr (page does not exist)">Georg von Mayr</a></li> <li><a href="/wiki/John_Snow" title="John Snow">John Snow</a></li> <li><a href="/wiki/Florence_Nightingale" title="Florence Nightingale">Florence Nightingale</a></li> <li><a href="/wiki/Karl_Wilhelm_Pohlke" title="Karl Wilhelm Pohlke">Karl Wilhelm Pohlke</a></li> <li><a href="/wiki/Toussaint_Loua" title="Toussaint Loua">Toussaint Loua</a></li> <li><a href="/wiki/Francis_Galton" title="Francis Galton">Francis Galton</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Early 20th century</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Edward_Walter_Maunder" title="Edward Walter Maunder">Edward Walter Maunder</a></li> <li><a href="/wiki/Otto_Neurath" title="Otto Neurath">Otto Neurath</a></li> <li><a href="/wiki/W._E._B._Du_Bois" title="W. E. B. Du Bois">W. E. B. Du Bois</a></li> <li><a href="/wiki/Henry_Gantt" title="Henry Gantt">Henry Gantt</a></li> <li><a href="/wiki/Arthur_Lyon_Bowley" title="Arthur Lyon Bowley">Arthur Lyon Bowley</a></li> <li><a href="/wiki/Howard_G._Funkhouser" title="Howard G. Funkhouser">Howard G. Funkhouser</a></li> <li><a href="/wiki/John_B._Peddle" title="John B. Peddle">John B. Peddle</a></li> <li><a href="/wiki/Ejnar_Hertzsprung" title="Ejnar Hertzsprung">Ejnar Hertzsprung</a></li> <li><a href="/wiki/Henry_Norris_Russell" title="Henry Norris Russell">Henry Norris Russell</a></li> <li><a href="/wiki/Max_O._Lorenz" title="Max O. Lorenz">Max O. Lorenz</a></li> <li><a href="/wiki/Fritz_Kahn" title="Fritz Kahn">Fritz Kahn</a></li> <li><a href="/wiki/Harry_Beck" title="Harry Beck">Harry Beck</a></li> <li><a href="/wiki/Erwin_Raisz" title="Erwin Raisz">Erwin Raisz</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Mid 20th century</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Jacques_Bertin" title="Jacques Bertin">Jacques Bertin</a></li> <li><a href="/wiki/Rudolf_Modley" title="Rudolf Modley">Rudolf Modley</a></li> <li><a href="/wiki/Arthur_H._Robinson" title="Arthur H. Robinson">Arthur H. Robinson</a></li> <li><a href="/wiki/John_Tukey" title="John Tukey">John Tukey</a></li> <li><a href="/wiki/Mary_Eleanor_Spear" title="Mary Eleanor Spear">Mary Eleanor Spear</a></li> <li><a href="/wiki/Edgar_Anderson" title="Edgar Anderson">Edgar Anderson</a></li> <li><a href="/wiki/Howard_T._Fisher" title="Howard T. Fisher">Howard T. Fisher</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Late 20th century</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Borden_Dent" title="Borden Dent">Borden Dent</a></li> <li><a href="/wiki/Nigel_Holmes" title="Nigel Holmes">Nigel Holmes</a></li> <li><a href="/wiki/William_S._Cleveland" title="William S. Cleveland">William S. Cleveland</a></li> <li><a href="/wiki/George_G._Robertson" title="George G. Robertson">George G. Robertson</a></li> <li><a href="/wiki/Bruce_H._McCormick" title="Bruce H. McCormick">Bruce H. McCormick</a></li> <li><a href="/wiki/Catherine_Plaisant" title="Catherine Plaisant">Catherine Plaisant</a></li> <li><a href="/wiki/Stuart_Card" title="Stuart Card">Stuart Card</a></li> <li><a href="/wiki/Pat_Hanrahan" title="Pat Hanrahan">Pat Hanrahan</a></li> <li><a href="/wiki/Edward_Tufte" title="Edward Tufte">Edward Tufte</a></li> <li><a href="/wiki/Ben_Shneiderman" title="Ben Shneiderman">Ben Shneiderman</a></li> <li><a href="/wiki/Michael_Friendly" title="Michael Friendly">Michael Friendly</a></li> <li><a href="/wiki/Howard_Wainer" title="Howard Wainer">Howard Wainer</a></li> <li><a href="/wiki/Clifford_A._Pickover" title="Clifford A. Pickover">Clifford A. Pickover</a></li> <li><a href="/wiki/Lawrence_J._Rosenblum" title="Lawrence J. Rosenblum">Lawrence J. Rosenblum</a></li> <li><a href="/wiki/Thomas_A._DeFanti" title="Thomas A. DeFanti">Thomas A. DeFanti</a></li> <li><a href="/wiki/George_Furnas" title="George Furnas">George Furnas</a></li> <li><a href="/wiki/Sheelagh_Carpendale" title="Sheelagh Carpendale">Sheelagh Carpendale</a></li> <li><a href="/wiki/Cynthia_Brewer" title="Cynthia Brewer">Cynthia Brewer</a></li> <li><a href="/wiki/Jock_D._Mackinlay" title="Jock D. Mackinlay">Jock D. Mackinlay</a></li> <li><a href="/wiki/Alan_MacEachren" title="Alan MacEachren">Alan MacEachren</a></li> <li><a href="/wiki/David_Goodsell" title="David Goodsell">David Goodsell</a></li> <li><a href="/wiki/Kwan-Liu_Ma" title="Kwan-Liu Ma">Kwan-Liu Ma</a></li> <li><a href="/wiki/Michael_Maltz" class="mw-redirect" title="Michael Maltz">Michael Maltz</a></li> <li><a href="/wiki/Leland_Wilkinson" title="Leland Wilkinson">Leland Wilkinson</a></li> <li><a href="/wiki/Alfred_Inselberg" title="Alfred Inselberg">Alfred Inselberg</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Early 21st century</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/w/index.php?title=Polo_Chau&amp;action=edit&amp;redlink=1" class="new" title="Polo Chau (page does not exist)">Polo Chau</a></li> <li><a href="/wiki/Ben_Fry" title="Ben Fry">Ben Fry</a></li> <li><a href="/wiki/Jeffrey_Heer" title="Jeffrey Heer">Jeffrey Heer</a></li> <li><a href="/wiki/Jessica_Hullman" title="Jessica Hullman">Jessica Hullman</a></li> <li><a href="/wiki/Gordon_Kindlmann" title="Gordon Kindlmann">Gordon Kindlmann</a></li> <li><a href="/wiki/Aaron_Koblin" title="Aaron Koblin">Aaron Koblin</a></li> <li><a href="/w/index.php?title=Martin_Krzywinski&amp;action=edit&amp;redlink=1" class="new" title="Martin Krzywinski (page does not exist)">Martin Krzywinski</a></li> <li><a href="/wiki/Christopher_R._Johnson" title="Christopher R. Johnson">Christopher R. Johnson</a></li> <li><a href="/wiki/Manuel_Lima" title="Manuel Lima">Manuel Lima</a></li> <li><a href="/wiki/David_McCandless" title="David McCandless">David McCandless</a></li> <li><a href="/wiki/Mauro_Martino" title="Mauro Martino">Mauro Martino</a></li> <li><a href="/wiki/John_Maeda" title="John Maeda">John Maeda</a></li> <li><a href="/wiki/Miriah_Meyer" title="Miriah Meyer">Miriah Meyer</a></li> <li><a href="/wiki/Tamara_Munzner" title="Tamara Munzner">Tamara Munzner</a></li> <li><a href="/wiki/Ade_Olufeko" class="mw-redirect" title="Ade Olufeko">Ade Olufeko</a></li> <li><a href="/wiki/Hanspeter_Pfister" title="Hanspeter Pfister">Hanspeter Pfister</a></li> <li><a href="/wiki/Hans_Rosling" title="Hans Rosling">Hans Rosling</a></li> <li><a href="/wiki/Claudio_Silva_(computer_scientist)" title="Claudio Silva (computer scientist)">Claudio Silva</a></li> <li><a href="/wiki/Moritz_Stefaner" title="Moritz Stefaner">Moritz Stefaner</a></li> <li><a href="/wiki/Fernanda_Vi%C3%A9gas" title="Fernanda Viégas">Fernanda Viégas</a></li> <li><a href="/wiki/Martin_M._Wattenberg" title="Martin M. Wattenberg">Martin Wattenberg</a></li> <li><a href="/wiki/Bang_Wong" title="Bang Wong">Bang Wong</a></li> <li><a href="/wiki/Hadley_Wickham" title="Hadley Wickham">Hadley Wickham</a></li></ul> </div></td></tr></tbody></table><div></div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Related <br />topics</th><td class="navbox-list-with-group navbox-list navbox-odd hlist" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Cartography" title="Cartography">Cartography</a></li> <li><a href="/wiki/Chartjunk" title="Chartjunk">Chartjunk</a></li> <li><a href="/wiki/Color_coding_in_data_visualization" class="mw-redirect" title="Color coding in data visualization">Color coding</a></li> <li><a href="/wiki/Computer_graphics" title="Computer graphics">Computer graphics</a> <ul><li><a href="/wiki/Computer_graphics_(computer_science)" title="Computer graphics (computer science)">in computer science</a></li></ul></li> <li><a href="/wiki/CPK_coloring" title="CPK coloring">CPK coloring</a></li> <li><a href="/wiki/Graph_drawing" title="Graph drawing">Graph drawing</a></li> <li><a href="/wiki/Graphic_design" title="Graphic design">Graphic design</a></li> <li><a href="/wiki/Graphic_organizer" title="Graphic organizer">Graphic organizer</a></li> <li><a href="/wiki/Imaging_science" class="mw-redirect" title="Imaging science">Imaging science</a></li> <li><a href="/wiki/Infographic" title="Infographic">Information graphics</a></li> <li><a href="/wiki/Information_science" title="Information science">Information science</a></li> <li><a href="/wiki/Misleading_graph" title="Misleading graph">Misleading graph</a></li> <li><a href="/wiki/Neuroimaging" title="Neuroimaging">Neuroimaging</a></li> <li><a href="/wiki/Patent_drawing" title="Patent drawing">Patent drawing</a></li> <li><a class="mw-selflink selflink">Scientific modelling</a></li> <li><a href="/wiki/Spatial_analysis" title="Spatial analysis">Spatial analysis</a></li> <li><a href="/wiki/Visual_analytics" title="Visual analytics">Visual analytics</a></li> <li><a href="/wiki/Visual_perception" title="Visual perception">Visual perception</a></li> <li><a href="/wiki/Volume_cartography" title="Volume cartography">Volume cartography</a></li> <li><a href="/wiki/Volume_rendering" title="Volume rendering">Volume rendering</a></li> <li><a href="/wiki/Information_art" title="Information art">Information art</a></li></ul> </div></td></tr></tbody></table></div> <!-- NewPP limit report Parsed by mw‐web.codfw.main‐6b7f745dd4‐s9c2f Cached time: 20241125145318 Cache expiry: 2592000 Reduced expiry: false Complications: [vary‐revision‐sha1, show‐toc] CPU time usage: 0.699 seconds Real time usage: 0.892 seconds Preprocessor visited node count: 2827/1000000 Post‐expand include size: 70858/2097152 bytes Template argument size: 3325/2097152 bytes Highest expansion depth: 17/100 Expensive parser function count: 5/500 Unstrip recursion depth: 1/20 Unstrip post‐expand size: 48178/5000000 bytes Lua time usage: 0.426/10.000 seconds Lua memory usage: 21909945/52428800 bytes Number of Wikibase entities loaded: 1/400 --> <!-- Transclusion expansion time report (%,ms,calls,template) 100.00% 754.499 1 -total 20.76% 156.636 7 Template:Annotated_link 18.03% 136.034 1 Template:Reflist 14.15% 106.779 1 Template:Research 13.67% 103.117 1 Template:Sidebar_with_collapsible_lists 11.50% 86.801 1 Template:Short_description 11.49% 86.695 1 Template:Cite_journal 9.90% 74.706 2 Template:Sister_project 9.60% 72.408 2 Template:Side_box 6.79% 51.254 2 Template:Pagetype --> <!-- Saved in parser cache with key enwiki:pcache:3224795:|#|:idhash:canonical and timestamp 20241125145318 and revision id 1239921501. 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