{"id":524,"date":"2025-09-15T07:11:14","date_gmt":"2025-09-15T07:11:14","guid":{"rendered":"https:\/\/scholarshipidea.net\/?p=524"},"modified":"2025-09-15T07:11:15","modified_gmt":"2025-09-15T07:11:15","slug":"ph-d-positions-in-ai-for-subsurface-flow-at-carnegie-mellon-university-usa","status":"publish","type":"post","link":"https:\/\/scholarshipidea.net\/?p=524","title":{"rendered":"Ph.D. Positions in AI for Subsurface Flow at Carnegie Mellon University (USA)"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"500\" src=\"https:\/\/scholarshipidea.net\/wp-content\/uploads\/2025\/09\/carnegie-mellon.jpg\" alt=\"\" class=\"wp-image-525\" srcset=\"https:\/\/scholarshipidea.net\/wp-content\/uploads\/2025\/09\/carnegie-mellon.jpg 800w, https:\/\/scholarshipidea.net\/wp-content\/uploads\/2025\/09\/carnegie-mellon-300x188.jpg 300w, https:\/\/scholarshipidea.net\/wp-content\/uploads\/2025\/09\/carnegie-mellon-768x480.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>Dr. Su Jiang is looking for 1-2 motivated Ph.D. students to join her research group in the<br>Department of Civil and Environmental Engineering at Carnegie Mellon University, starting<br>in Spring or Fall 2026. Our group focuses on advancing scientific machine learning, data<br>assimilation, and decision making for environmental fluid mechanics, with applications in<br>energy, water, and Earth system sciences. The research topics cover:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Data-driven and physics-informed machine learning for eSicient predictions of<br>multi-physics systems involving flow, geomechanics, and thermal dynamics.<\/li>\n\n\n\n<li>Data assimilation and uncertainty quantification using multi-scale, multi-source<br>observations for large-scale subsurface flow systems.<\/li>\n\n\n\n<li>Decision-making under uncertainty for monitoring and injection planning for closedloop reservoir management.<br>Applications involve subsurface energy and groundwater systems such as geological<br>carbon storage, geothermal energy, seawater intrusion, and contaminant transport.<br>Candidate requirements:<\/li>\n\n\n\n<li>B.S. or M.S. in Civil\/Environmental Engineering, Hydrogeology, Mechanical<br>Engineering, Data Science, Applied Math, or related fields.<\/li>\n\n\n\n<li>Strong interests in subsurface flow and machine learning.<\/li>\n\n\n\n<li>Prior experience in AI\/ML, numerical simulation, or inverse problems.<\/li>\n\n\n\n<li>Strong programming skills in scientific computing.<br>What we o3er:<\/li>\n\n\n\n<li>Full financial support, including tuition, stipend, benefits.<\/li>\n\n\n\n<li>Opportunities for interdisciplinary collaboration.<br>How to apply:<br>The positions are expected to start in Spring\/Fall 2026. Please send an email to<br>sujiang@andrew.cmu.edu with the subject line \u201cPhD Application \u2013 [Your Name]\u201d. Include<br>your CV, transcripts, a brief introduction of your background, research experience and<br>interests<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Dr. Su Jiang is looking for 1-2 motivated Ph.D. students to join her research group in theDepartment of<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[147,45,8,148,33],"class_list":["post-524","post","type-post","status-publish","format-standard","hentry","category-scholarship","tag-ai","tag-civil-and-environmental-engineering","tag-phd","tag-subsurface-flow","tag-usa"],"_links":{"self":[{"href":"https:\/\/scholarshipidea.net\/index.php?rest_route=\/wp\/v2\/posts\/524","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/scholarshipidea.net\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/scholarshipidea.net\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/scholarshipidea.net\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/scholarshipidea.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=524"}],"version-history":[{"count":1,"href":"https:\/\/scholarshipidea.net\/index.php?rest_route=\/wp\/v2\/posts\/524\/revisions"}],"predecessor-version":[{"id":526,"href":"https:\/\/scholarshipidea.net\/index.php?rest_route=\/wp\/v2\/posts\/524\/revisions\/526"}],"wp:attachment":[{"href":"https:\/\/scholarshipidea.net\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=524"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/scholarshipidea.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=524"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/scholarshipidea.net\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=524"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}