{"id":117,"date":"2025-01-17T10:48:35","date_gmt":"2025-01-17T18:48:35","guid":{"rendered":"https:\/\/labs.wsu.edu\/cimpi\/?page_id=117"},"modified":"2026-03-26T13:25:51","modified_gmt":"2026-03-26T20:25:51","slug":"education-outreach","status":"publish","type":"page","link":"https:\/\/labs.wsu.edu\/cimpi\/education-outreach\/","title":{"rendered":"Education &amp; Outreach"},"content":{"rendered":"<h3>Teaching<\/h3>\n<ul>\n<li>ME501: Continuum Mechanics (Fall 2024)<\/li>\n<li>ME\/MSE 241:\u00a0 Engineering Computations (Spring 2025, Spring 2026)<\/li>\n<li>ME483: Machine Learning for Engineering Applications (Fall 2025)<\/li>\n<\/ul>\n<h3>Summer Program in Research, Education, and Mentoring (SUPREME) 2026<\/h3>\n<p><span data-olk-copy-source=\"MailCompose\">The <b>Computational Intelligence for Materials and Process Innovation (CIMPI) Lab<\/b>\u00a0at <b>Washington State University, Pullman, WA<\/b>, is offering the <b>Summer Program in Research, Education, and Mentoring (SUPREME)<\/b>\u2014a <b>free 2-week summer course<\/b>\u00a0on <b>AI in Manufacturing<\/b>. Designed for undergraduate students, this program provides hands-on tutorials, project-based learning, small class sizes, and expert mentorship. This year, classes meet <b>every weekdays from 9:00\u201311:00 AM (PDT)<\/b>, <b>June\u00a01-June 12<\/b>, offering a unique opportunity to gain AI\/ML skills for manufacturing and explore research opportunities. <b>Apply by April15, 2026<\/b>\u00a0by filling out the Google form: <\/span><u><a id=\"OWA941a8297-79ed-5e97-1c19-cca3c7f717c9\" class=\"OWAAutoLink\" href=\"https:\/\/forms.gle\/BLDdCmpRG1jCqFPr8\">https:\/\/forms.gle\/dk3DqCYm1LowTPfU6<\/a><\/u>.<\/p>\n<p><strong>Tentative program outline<\/strong><\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"48\"><strong>Day<\/strong><\/td>\n<td width=\"138\"><strong>Lecture Theme<\/strong><\/td>\n<td width=\"240\"><strong>Core Topics Covered<\/strong><\/td>\n<td width=\"198\"><strong>Hands On Tutorial<\/strong><\/td>\n<\/tr>\n<tr>\n<td width=\"48\">1, M<\/td>\n<td width=\"138\">AI in manufacturing \u2014 the big picture<\/td>\n<td width=\"240\">Manufacturing AI problem types: quality control, predictive maintenance, anomaly detection, process control. Industry 4.0 context.<\/td>\n<td width=\"198\">Python review tutorial, Dataset cleaning, preparation, feature engineering, Sensor-to-Insight pipeline for predictive maintenance<\/td>\n<\/tr>\n<tr>\n<td width=\"48\">2, T<\/td>\n<td colspan=\"3\" width=\"576\">Practice, TA hours, Q&amp;A, mini project progress on dataset preparation<\/td>\n<\/tr>\n<tr>\n<td width=\"48\">3, W<\/td>\n<td width=\"138\">Supervised learning methods<\/td>\n<td width=\"240\">Decision trees, random forests, support vector machines, regularization, model selection<\/td>\n<td width=\"198\">Defect prediction and Remaining Useful Life (RUL)<\/td>\n<\/tr>\n<tr>\n<td width=\"48\">4, Th<\/td>\n<td colspan=\"3\" width=\"576\">Practice, TA hours, Q&amp;A, mini project progress on supervised learning<\/td>\n<\/tr>\n<tr>\n<td width=\"48\">5, F<\/td>\n<td width=\"138\">Unsupervised learning Methods<\/td>\n<td width=\"240\">Clustering, dimension reduction using PCA, SVD<\/td>\n<td width=\"198\">Anomaly Detection in Production Lines<\/td>\n<\/tr>\n<tr>\n<td width=\"48\">6, M<\/td>\n<td width=\"138\">Deep learning methods<\/td>\n<td width=\"240\">Intro to feed-forward neural network, convolutional neural network<\/td>\n<td width=\"198\">Visual quality inspection with CNNs<\/td>\n<\/tr>\n<tr>\n<td width=\"48\">7, T<\/td>\n<td colspan=\"3\" width=\"576\">Practice, TA hours, Q&amp;A, mini project progress on unsupervised learning &amp; deep learning<\/td>\n<\/tr>\n<tr>\n<td width=\"48\">8, W<\/td>\n<td width=\"138\">Reinforcement learning<\/td>\n<td width=\"240\">Markov decision processes, reward functions, Q-learning, policy gradient methods (PPO)<\/td>\n<td width=\"198\">Process control optimization (Closed-Loop Control)<\/td>\n<\/tr>\n<tr>\n<td width=\"48\">9, Th<\/td>\n<td colspan=\"3\" width=\"576\">Practice, TA hours, Q&amp;A, mini project progress on reinforcement learning<\/td>\n<\/tr>\n<tr>\n<td width=\"48\">10, F<\/td>\n<td colspan=\"3\" width=\"576\">Mini-project presentations<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>Summer Program in Research, Education, and Mentoring (SUPREME) 2025<\/h3>\n<p>The <strong data-start=\"4\" data-end=\"83\">Computational Intelligence for Materials and Process Innovation (CIMPI) Lab<\/strong> at <strong data-start=\"87\" data-end=\"131\">Washington State University, Pullman, WA<\/strong>, is offering the <strong data-start=\"149\" data-end=\"215\">Summer Program in Research, Education, and Mentoring (SUPREME)<\/strong>\u2014a <strong data-start=\"218\" data-end=\"256\">free 2-week in-person summer course<\/strong> on <strong data-start=\"260\" data-end=\"302\">Deep Learning for Scientific Computing<\/strong>. Designed for undergraduate students, this program provides hands-on tutorials, project-based learning, small class sizes, and expert mentorship. This year, classes meet <strong data-start=\"462\" data-end=\"513\">Every Weekday from 9:00\u201311:30 AM (PDT)<\/strong>, <strong>June 16-June 27<\/strong>, offering a unique opportunity to gain AI\/ML skills and explore research opportunities. <strong data-start=\"602\" data-end=\"615\">Apply now<\/strong> by filling out the Google form: <a href=\"https:\/\/forms.gle\/dk3DqCYm1LowTPfU6\" target=\"_new\" rel=\"noopener\" data-start=\"648\" data-end=\"722\">https:\/\/forms.gle\/dk3DqCYm1LowTPfU6<\/a>. Apply by March 31, 2025.<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"wp-image-179 aligncenter\" src=\"https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3485\/2025\/03\/SUPREME_flyer-1-396x223.jpg\" alt=\"\" width=\"1087\" height=\"612\" srcset=\"https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3485\/2025\/03\/SUPREME_flyer-1-396x223.jpg 396w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3485\/2025\/03\/SUPREME_flyer-1-792x446.jpg 792w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3485\/2025\/03\/SUPREME_flyer-1-768x432.jpg 768w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3485\/2025\/03\/SUPREME_flyer-1-198x111.jpg 198w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3485\/2025\/03\/SUPREME_flyer-1.jpg 1280w\" sizes=\"(max-width: 1087px) 100vw, 1087px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><strong>SUPREME 2025<\/strong><\/p>\n<p>The SUPREME&#8217;25 program took place from June 16 to June 27. A total of 11 students from four departments\u2014Mechanical Engineering (ME), Computer Science and Engineering (CSE), Electrical and Electronic Engineering (EEE), and Materials Science and Engineering (MSE)\u2014participated in the program. Among the attendees were three undergraduate students and one master&#8217;s student, with two participants coming from outside of WSU. During the two-week program, the students engaged in lectures and hands-on sessions, gaining an overview of recent developments in deep learning and its applications in scientific computing.<\/p>\n<p><strong>Cohort of 2025:<\/strong><\/p>\n<ol>\n<li>Aruntapan Dash (PhD, MME, WSU)<\/li>\n<li>Akash Kanji (UG, MME, Jadavpur University)<\/li>\n<li>Lochan Upadhayay (PhD, MME, WSU)<\/li>\n<li>Jeremy Colon-Castro (UG, CS, WSU)<\/li>\n<li>Nolan Howard (UG, MME, WSU)<\/li>\n<li>Priya Kushram (PhD, MME, WSU)<\/li>\n<li>Dipan Kar\u00a0 (PhD, EECS, WSU)<\/li>\n<li>Shohom Bandyopadhyay (PhD, ME, CMU)<\/li>\n<li>William Hogg (MS, MME, WSU)<\/li>\n<li>Pallock Halder (PhD, MME, WSU)<\/li>\n<li>Tiana Tonge (PHD, MME, WSU)<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p><strong>Student feedback<\/strong>: Some comments from the course feedback:\u00a0 \u00a0&#8220;<em>The structured workflow and real problem-solving approach made it easier to conceptualize how to apply deep learning to physics-based models in my research.<\/em>&#8220;, &#8220;<em>The workshop provided clear explanations and practical engineering examples, which helped strengthen my understanding. I feel more prepared and confident to use deep learning methods in engineering problems.<\/em>&#8220;, &#8220;<em>I already had a bit of a background from this last semester, but I learned a lot over the two-week course.<\/em>&#8221; Another undergraduate student wrote: &#8220;knew nothing going in and feel like I could create a simple network, and a complex one with help.&#8221;<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-medium wp-image-190\" src=\"https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3485\/2025\/08\/Image-7-396x297.jpg\" alt=\"\" width=\"396\" height=\"297\" srcset=\"https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3485\/2025\/08\/Image-7-396x297.jpg 396w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3485\/2025\/08\/Image-7-792x594.jpg 792w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3485\/2025\/08\/Image-7-768x576.jpg 768w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3485\/2025\/08\/Image-7-198x149.jpg 198w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3485\/2025\/08\/Image-7.jpg 1024w\" sizes=\"(max-width: 396px) 100vw, 396px\" \/><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-medium wp-image-191\" src=\"https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3485\/2025\/08\/Image-6-396x297.jpg\" alt=\"\" width=\"396\" height=\"297\" srcset=\"https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3485\/2025\/08\/Image-6-396x297.jpg 396w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3485\/2025\/08\/Image-6-792x594.jpg 792w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3485\/2025\/08\/Image-6-768x576.jpg 768w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3485\/2025\/08\/Image-6-198x149.jpg 198w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/3485\/2025\/08\/Image-6.jpg 1024w\" sizes=\"(max-width: 396px) 100vw, 396px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><strong>SUPREME&#8217;26\u00a0 will return in 2026.<\/strong> Stay tuned to the CIMPI Lab <a href=\"https:\/\/labs.wsu.edu\/cimpi\/education-outreach\/\">Education and Outreach<\/a> Page.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Teaching ME501: Continuum Mechanics (Fall 2024) ME\/MSE 241:\u00a0 Engineering Computations (Spring 2025, Spring 2026) ME483: Machine Learning for Engineering Applications (Fall 2025) Summer Program in Research, Education, and Mentoring (SUPREME) 2026 The Computational Intelligence for Materials and Process Innovation (CIMPI) Lab\u00a0at Washington State University, Pullman, WA, is offering the Summer Program in Research, Education, and [&hellip;]<\/p>\n","protected":false},"author":[],"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"categories":[],"tags":[],"wsuwp_university_location":[],"wsuwp_university_org":[],"_links":{"self":[{"href":"https:\/\/labs.wsu.edu\/cimpi\/wp-json\/wp\/v2\/pages\/117"}],"collection":[{"href":"https:\/\/labs.wsu.edu\/cimpi\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/labs.wsu.edu\/cimpi\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/labs.wsu.edu\/cimpi\/wp-json\/wp\/v2\/users\/43121"}],"replies":[{"embeddable":true,"href":"https:\/\/labs.wsu.edu\/cimpi\/wp-json\/wp\/v2\/comments?post=117"}],"version-history":[{"count":14,"href":"https:\/\/labs.wsu.edu\/cimpi\/wp-json\/wp\/v2\/pages\/117\/revisions"}],"predecessor-version":[{"id":250,"href":"https:\/\/labs.wsu.edu\/cimpi\/wp-json\/wp\/v2\/pages\/117\/revisions\/250"}],"wp:attachment":[{"href":"https:\/\/labs.wsu.edu\/cimpi\/wp-json\/wp\/v2\/media?parent=117"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/labs.wsu.edu\/cimpi\/wp-json\/wp\/v2\/categories?post=117"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/labs.wsu.edu\/cimpi\/wp-json\/wp\/v2\/tags?post=117"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/labs.wsu.edu\/cimpi\/wp-json\/wp\/v2\/author?post=117"},{"taxonomy":"wsuwp_university_location","embeddable":true,"href":"https:\/\/labs.wsu.edu\/cimpi\/wp-json\/wp\/v2\/wsuwp_university_location?post=117"},{"taxonomy":"wsuwp_university_org","embeddable":true,"href":"https:\/\/labs.wsu.edu\/cimpi\/wp-json\/wp\/v2\/wsuwp_university_org?post=117"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}