Jiyeon Kim
Jiyeon Kim
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Contact
Contact
kjy901027_at_yonsei.ac.kr
Advanced Science and Technology Center (ASTC) #614
50 Yonsei-ro, Seodaemun-gu
Seoul 03722, Republic of Korea
Education
Education
Seoul National University (B.S. in Materials Science & Engineering, minor in Physics) 2008-2012
Seoul National University (M.S. in Materials Science & Engineering) 2012-2014
Yonsei University, Graduate School of Engineering (M.S. in Artificial Intelligence) 2022-2024
Yonsei University (PhD in Computational Science and Engineering) 2024-Present
Work Experience
Work Experience
Y.P,Lee, Mock & Partners (Patent Attorney) 2016-2022
Ganeungseong Patent Law Office (Patent Attorney) 2023-2024
Certificate & etc
Certificate & etc
Korea Patent Attorney 2018
Member of Korea Patent Attorneys Association 2021-Present
Scholarship from the scholarship foundation of Lee Jae Woon
Research Interest
Research Interest
AI for Science, AI for PDE (FEM, FVM, CFD), AI for Materials Science (MD, DFT), AI for multi-scale simulations, Scientific AI Foundation Model, Nature Understanding AI
Publications
Publications
Teaching Molecular Dynamics to a Non-Autoregressive Ionic Transport Predictor, Jiyeon Kim, Byungju Lee, Won-Yong Shin (ICML 2026)
Semi-Supervised Neural Super-Resolution for Mesh-Based Simulations, Jiyeon Kim, Youngjoon Hong, Won-Yong Shin (ICML 2026)
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