Forward and Inverse Simulation of Pseudo-Two-Dimensional Model of Lithium-Ion Batteries Using Neural Networks. - Myeong-Su Lee; Jaemin Oh; Dong-chan Lee; KangWook Lee; Sooncheol Park; Youngjoon Hong (CoRR, 2024)

PIG: Physics-Informed Gaussians as Adaptive Parametric Mesh Representations. - Namgyu Kang; Jaemin Oh; Youngjoon Hong; Eunbyung Park (ICLR, 2025)

Separable Physics-Informed Neural Networks for Solving the BGK Model of the Boltzmann Equation. - Jaemin Oh; Seung-Yeon Cho; Seok-Bae Yun; Eunbyung Park; Youngjoon Hong (SIAM J. Sci. Comput., 2025)

Machine Learning-Based Nonlinear Nudging for Chaotic Dynamical Systems. - Jaemin Oh; Jinsil Lee; Youngjoon Hong (CoRR, 2025)