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Yoonjin Won

Fundamentals of Machine Learning for Heat Transfer

She is currently an Associate Professor of Mechanical and Aerospace Engineering at the University of California, Irvine, with courtesy appointments in Electrical Engineering and Computer Science, and Materials Science Engineering. Dr. Won's research focuses on multiphase thermal science, integrating AI for science and experiment, scientific machine learning, and materials design. She leads the DoD funded multi-university research initiative (MURI), ML4Heat. She is a recipient of the National Science Foundation CAREER Award, the ASME Electronic & Photonic Packaging Division Early Career Award, the ASME Electronic & Photonic Packaging Division Women Engineer Award, the ASME ICNMM Outstanding Leadership Award, the Emerging Innovation/Early Career Innovator from UCI Beall Innovation Center, Faculty Excellence in Research Awards (Mid-Career) from UCI, and numerous best paper and poster awards. Yoonjin Won received her B.S. degree in Mechanical and Aerospace Engineering from Seoul National University, and her M.S. and Ph.D. degrees in Mechanical Engineering from Stanford University. For more information on Dr. Won’s qualifications and research group, please visit won.eng.uci.edu.

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Important Dates
Abstract Submission Deadline
June 5, 2025
Notification of acceptance
June 15, 2025
Early registration Deadline
July 15, 2025
Conference Date
Aug. 15-18, 2025
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