Jiyeon Kim

Contact

• www.linkedin.com/in/jiyeon4a4s 

• kjy901027_at_yonsei.ac.kr

Advanced Science and Technology Center (ASTC) #614

50 Yonsei-ro, Seodaemun-gu

Seoul 03722, Republic of Korea

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

• Y.P,Lee, Mock & Partners (Patent Attorney) 2016-2022

• Ganeungseong Patent Law Office (Patent Attorney) 2023-2024

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

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

• 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)

Teaching Assistant

• Introduction to Artificial Intelligence and Its Basic Deep Learning Applications (2024 Spring)

• Introduction to Artificial Intelligence and Its Basic Deep Learning Applications (2026 Spring)

• Deep Learning and Data Science (2026 Fall)

My QnA 

These are some questions I've asked myself and my answers to them. My answers may change as I change.