{"id":5,"date":"2019-10-22T13:04:03","date_gmt":"2019-10-22T13:04:03","guid":{"rendered":"https:\/\/unequivocal.computationalscience.nl\/?page_id=5"},"modified":"2022-02-21T10:12:08","modified_gmt":"2022-02-21T10:12:08","slug":"main-page","status":"publish","type":"page","link":"https:\/\/unequivocal.computationalscience.nl\/","title":{"rendered":"Uncertainty Quantification for Computational Models"},"content":{"rendered":"\n<p>The UNEQUIvOCAL thematic track is organized as a part of <a href=\"https:\/\/www.iccs-meeting.org\/iccs2022\/\" target=\"_blank\" rel=\"noreferrer noopener\">the International Conference on Computational Science ICCS 2022<\/a> that will be held in <strong>London<\/strong>, United Kingdom <strong>from 21 to 23 June 2022<\/strong>.<\/p>\n\n\n\n<p>This will be the third edition of the UNEQUIvOCAL thematic track. In 2021, the thematic track was part of the online ICCS 2021. The 2020 edition was a part of the online conference on <a rel=\"noreferrer noopener\" href=\"https:\/\/www.vecma.eu\/siamuq20_iccs2020\/\" target=\"_blank\">Multiscale Modelling, Uncertainty Quantification and the Reliability of Computer Simulations<\/a>. The recordings of <a rel=\"noreferrer noopener\" href=\"https:\/\/www.youtube.com\/watch?v=rAbf2Z7FFU8&amp;t=7884s\" target=\"_blank\">day one<\/a> and <a rel=\"noreferrer noopener\" href=\"https:\/\/www.youtube.com\/watch?v=3q2p8IPmCcI&amp;t=1675s\" target=\"_blank\">day two<\/a> of the conference are available.<\/p>\n\n\n\n<span id=\"About\"><h1>About<\/h1><\/span>\n\n\n\n<p>Given that uncertainty is unavoidable in almost all scientific fields, due to e.g. unknown parameters or simplifying modelling assumptions, uncertainty quantification is an indispensable part of state-of-the-art computational models. In order to build confidence in their results, it is therefore crucial that these models carry their own measure of uncertainty, especially when they are extrapolated beyond the domain in which they were originally calibrated.\u00a0Also, the oncoming Exascale Computing resources will open up the possibility of solving problems with increased complexity and computational burden, exacerbating the importance (and demands) of reliable uncertainty quantification methods.\u00a0This thematic track aims to attract research that focuses on new methods, which outperform existing techniques, as well as uncertainty quantification applications to complex problems.<\/p>\n\n\n\n<span id=\"Topics_of_interest\"><h1 class=\"wp-block-heading\">Topics of interest<\/h1><\/span>\n\n\n\n<ul class=\"wp-block-list\"><li>Forward and inverse uncertainty quantification;<\/li><li>Model <g class=\"gr_ gr_10 gr-alert gr_spell gr_inline_cards gr_disable_anim_appear ContextualSpelling ins-del multiReplace\" id=\"10\" data-gr-id=\"10\"><g class=\"gr_ gr_10 gr-alert gr_spell gr_inline_cards gr_disable_anim_appear ContextualSpelling ins-del multiReplace\" id=\"10\" data-gr-id=\"10\">inadequacy<\/g><\/g>;<\/li><li>Sensitivity analysis;<\/li><li>Dimension reduction;<\/li><li>Surrogate modelling (including machine-learning techniques and reduced-order modelling);<\/li><li>Case studies showing efficient uncertainty quantification methods;<\/li><li>Software for uncertainty quantification.<\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>The UNEQUIvOCAL thematic track is organized as a part of the International Conference on Computational Science ICCS 2022 that will be held in London, United Kingdom from 21 to 23 June 2022. This will be the third edition of the UNEQUIvOCAL thematic track. In 2021, the thematic track was part of the online ICCS 2021. &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/unequivocal.computationalscience.nl\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Uncertainty Quantification for Computational Models&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-5","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/unequivocal.computationalscience.nl\/index.php\/wp-json\/wp\/v2\/pages\/5"}],"collection":[{"href":"https:\/\/unequivocal.computationalscience.nl\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/unequivocal.computationalscience.nl\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/unequivocal.computationalscience.nl\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/unequivocal.computationalscience.nl\/index.php\/wp-json\/wp\/v2\/comments?post=5"}],"version-history":[{"count":45,"href":"https:\/\/unequivocal.computationalscience.nl\/index.php\/wp-json\/wp\/v2\/pages\/5\/revisions"}],"predecessor-version":[{"id":230,"href":"https:\/\/unequivocal.computationalscience.nl\/index.php\/wp-json\/wp\/v2\/pages\/5\/revisions\/230"}],"wp:attachment":[{"href":"https:\/\/unequivocal.computationalscience.nl\/index.php\/wp-json\/wp\/v2\/media?parent=5"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}