Publications

^: equal contribution, +: equal correspondence.

1. Jaemin Oh, On the Effects of Neural Field Reparameterization for 4DVAR, accepted in SIAM Journal on Scientific Computing, 2026.
2. Raj S Roy, Jaemin Oh, ANM Nafiz Abeer, Maria I Giraldo, Tesuro Ikegami, Scott C Weaver, Nikolaos Vasilakis, Byung-Jun Yoon, and Xiaoning Qian, An integrated computational antigen discovery pipeline with hierarchical filtering for emerging viral variants, NAR Molecular Medicine, 2026.
3. Jaemin Oh, Seung Yeon Cho, Seok-Bae Yun, Eunbyung Park, and Youngjoon Hong, Separable physics-informed neural networks for solving the BGK model of the Boltzmann equation, SIAM Journal on Scientific Computing, 2025.
4. Myeong-Su Lee^, Jaemin Oh^, Dong-Chan Lee, KangWook Lee, Sooncheol Park, and Youngjoon Hong, Forward and inverse simulation of pseudo-two-dimensional model of lithium-ion batteries using neural networks, Computer Methods in Applied Mechanics and Engineering, 2025.
5. Namgyu Kang^, Jaemin Oh^, Youngjoon Hong+, and Eunbyung Park+, PIG: Physics-Informed Gaussians as Adaptive Parametric Mesh Representations, Internation Conference on Learning Representations, 2025.

For working papers, please visit my Google scholar .