{"id":1070,"date":"2026-03-30T09:13:10","date_gmt":"2026-03-30T09:13:10","guid":{"rendered":"https:\/\/wp26.highladder.in\/02\/kfourmetrics\/?p=1070"},"modified":"2026-03-30T10:55:54","modified_gmt":"2026-03-30T10:55:54","slug":"hands-on-5-hour-workshop-on-cae-in-machine-learning","status":"publish","type":"post","link":"https:\/\/wp26.highladder.in\/02\/kfourmetrics\/hands-on-5-hour-workshop-on-cae-in-machine-learning\/","title":{"rendered":"Hands-on 5-Hour Workshop on &#8220;CAE in Machine Learning&#8221;"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"1070\" class=\"elementor elementor-1070\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-40329a7 e-flex e-con-boxed e-con e-parent\" data-id=\"40329a7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b63c0ed elementor-widget__width-inherit elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"b63c0ed\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">SmartUQ Workshop<\/h2>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9e4764b e-flex e-con-boxed e-con e-parent\" data-id=\"9e4764b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-4a30bcd e-con-full e-flex e-con e-child\" data-id=\"4a30bcd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-720668f elementor-widget elementor-widget-heading\" data-id=\"720668f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Hands-on 5-Hour Workshop on &#8220;CAE in Machine Learning&#8221;<\/h4>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a50912 e-con-full e-flex e-con e-child\" data-id=\"6a50912\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-531bbe6 elementor-widget elementor-widget-image\" data-id=\"531bbe6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1545\" height=\"2000\" src=\"https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-content\/uploads\/2026\/03\/1.png\" class=\"attachment-full size-full wp-image-1073\" alt=\"\" srcset=\"https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-content\/uploads\/2026\/03\/1.png 1545w, https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-content\/uploads\/2026\/03\/1-232x300.png 232w, https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-content\/uploads\/2026\/03\/1-791x1024.png 791w, https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-content\/uploads\/2026\/03\/1-768x994.png 768w, https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-content\/uploads\/2026\/03\/1-1187x1536.png 1187w\" sizes=\"(max-width: 1545px) 100vw, 1545px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1c9c08f elementor-widget elementor-widget-image\" data-id=\"1c9c08f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1545\" height=\"2000\" src=\"https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-content\/uploads\/2026\/03\/2.png\" class=\"attachment-full size-full wp-image-1074\" alt=\"\" srcset=\"https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-content\/uploads\/2026\/03\/2.png 1545w, https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-content\/uploads\/2026\/03\/2-232x300.png 232w, https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-content\/uploads\/2026\/03\/2-791x1024.png 791w, https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-content\/uploads\/2026\/03\/2-768x994.png 768w, https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-content\/uploads\/2026\/03\/2-1187x1536.png 1187w\" sizes=\"(max-width: 1545px) 100vw, 1545px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2d67241 elementor-widget elementor-widget-text-editor\" data-id=\"2d67241\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-olk-copy-source=\"MessageBody\">This workshop is designed for engineering students to understand how AI\/ML tools can be used to improve simulation and modeling accuracy.<\/p><p>Participants will learn to:<\/p><ul><li>Design and analyze experiments using modern techniques such as Latin Hypercube Sampling, sliced designs, adaptive design, and Bayesian sampling<\/li><li>Build fast and accurate surrogate models for complex simulations using Gaussian processes and other machine learning methods<\/li><li>Perform uncertainty propagation, sensitivity analysis, and statistical calibration &#8211; key skills required in the industry for robust engineering decision-making<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9fc2c71 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"9fc2c71\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-Money\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tRegistration Fees\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tRs. 885\/- per student.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b3423a1 elementor-widget elementor-widget-text-editor\" data-id=\"b3423a1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-olk-copy-source=\"MessageBody\"><span data-olk-copy-source=\"MessageBody\">Software will be provided during the workshop, and participants will be able to continue using the tool for 7 days after the workshop.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7b239bb e-con-full e-flex e-con e-child\" data-id=\"7b239bb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3d255d7 elementor-widget elementor-widget-heading\" data-id=\"3d255d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Book Your Slot<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-40d0f9d elementor-widget-mobile__width-inherit elementor-button-align-stretch elementor-widget elementor-widget-form\" data-id=\"40d0f9d\" data-element_type=\"widget\" data-e-type=\"widget\" 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Participants will learn to: Design and analyze experiments using modern techniques such as Latin Hypercube Sampling, sliced designs, adaptive design, and Bayesian sampling Build fast and accurate surrogate models for complex simulations [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8],"tags":[],"class_list":["post-1070","post","type-post","status-publish","format-standard","hentry","category-workshop"],"_links":{"self":[{"href":"https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-json\/wp\/v2\/posts\/1070","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-json\/wp\/v2\/comments?post=1070"}],"version-history":[{"count":13,"href":"https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-json\/wp\/v2\/posts\/1070\/revisions"}],"predecessor-version":[{"id":1089,"href":"https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-json\/wp\/v2\/posts\/1070\/revisions\/1089"}],"wp:attachment":[{"href":"https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-json\/wp\/v2\/media?parent=1070"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-json\/wp\/v2\/categories?post=1070"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-json\/wp\/v2\/tags?post=1070"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}