{"id":9,"date":"2023-06-13T19:13:51","date_gmt":"2023-06-13T19:13:51","guid":{"rendered":"https:\/\/www.ise.ufl.edu\/kim\/?page_id=9"},"modified":"2026-04-13T07:43:15","modified_gmt":"2026-04-13T12:43:15","slug":"homepage","status":"publish","type":"page","link":"https:\/\/faculty.eng.ufl.edu\/minhee-kim\/","title":{"rendered":"Dr. Minhee Kim\u00a0"},"content":{"rendered":"
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Dr. Minhee Kim<\/figcaption><\/figure>\n<\/div>\n\n\n

Assistant Professor
Department of Industrial & Systems Engineering at the University of Florida<\/strong><\/p>\n\n\n\n

<\/p>\n\n\n\n

Co-Director<\/strong>: Data Informatics of Systems Improvement and DEsign (DISIDE) Laboratory<\/a><\/p>\n\n\n\n

<\/p>\n\n\n\n

mkim3 [at] ufl [dot] edu<\/a>
Office:<\/strong> Weil Hall 372
[Google scholar]<\/a> [CV]<\/a> [Personal website]<\/a><\/p>\n\n\n\n

Ph.D., Industrial and Systems Engineering, University of Wisconsin\u2013Madison, 2022<\/em><\/em><\/p>\n\n\n\n

<\/div>\n\n\n\n

Research areas:<\/strong> <\/p>\n\n\n\n

    \n
  1. Statistical modeling and predictive analysis (digital twins) of industrial and engineering systems<\/strong><\/li>\n\n\n\n
  2. Degradation modeling, diagnosis, and prognosis<\/strong><\/li>\n\n\n\n
  3. Deep learning for generative design<\/strong> in advanced manufacturing<\/strong><\/li>\n\n\n\n
  4. Engineering-informed machine learning<\/strong><\/li>\n<\/ol>\n\n\n\n

    Teaching expertise:<\/strong> Statistics, data analytics, and production and manufacturing.<\/p>\n\n\n\n

    Minhee Kim is an assistant professor in the Department of Industrial and Systems Engineering at the University of Florida. Her research interests lie in developing engineering-informed data analytics methodologies for monitoring, modeling, prediction, and decision-making for engineering or industrial systems. Her research is highly interdisciplinary and has been applied to a wide variety of real-world engineering problems, including degradation of manufacturing systems, operation of nuclear power plants, swelling of nuclear materials, and dynamics of atomistic systems. <\/p>\n\n\n\n

    <\/p>\n","protected":false},"excerpt":{"rendered":"

    Assistant ProfessorDepartment of Industrial & Systems Engineering at the University of Florida Co-Director: Data Informatics of Systems Improvement and DEsign (DISIDE) Laboratory mkim3 [at] ufl [dot] eduOffice: Weil Hall 372[Google scholar] [CV] [Personal website] Ph.D., Industrial and Systems Engineering, University of Wisconsin\u2013Madison, 2022 Research areas:  Teaching expertise: Statistics, data analytics, and production and manufacturing. Minhee Kim is […]<\/p>\n","protected":false},"author":468,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/page-sidebar-none.php","meta":{"_acf_changed":false,"inline_featured_image":false,"featured_post":"","footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-9","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/faculty.eng.ufl.edu\/minhee-kim\/wp-json\/wp\/v2\/pages\/9","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/faculty.eng.ufl.edu\/minhee-kim\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/faculty.eng.ufl.edu\/minhee-kim\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/faculty.eng.ufl.edu\/minhee-kim\/wp-json\/wp\/v2\/users\/468"}],"replies":[{"embeddable":true,"href":"https:\/\/faculty.eng.ufl.edu\/minhee-kim\/wp-json\/wp\/v2\/comments?post=9"}],"version-history":[{"count":17,"href":"https:\/\/faculty.eng.ufl.edu\/minhee-kim\/wp-json\/wp\/v2\/pages\/9\/revisions"}],"predecessor-version":[{"id":229,"href":"https:\/\/faculty.eng.ufl.edu\/minhee-kim\/wp-json\/wp\/v2\/pages\/9\/revisions\/229"}],"wp:attachment":[{"href":"https:\/\/faculty.eng.ufl.edu\/minhee-kim\/wp-json\/wp\/v2\/media?parent=9"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}