Submitted
S.W.cho, H. Son, and H. J. Hwang, GraphDeepONet: Learning time-dependent PDE via graph neural networks and deep operator network for robust accuracy on irregular grids,
H. Son, S. W. Cho, H. J. Hwang, Enhancing Marketing Strategies for Small Businesses: A Recommendation System using Offline Data
H. W. Cho, S. W. cho, H. Cho, H. J. Hwang, Estimation of System Parameters Including Repeated Cross-Sectional Data through Emulator-Informed Deep-Generative Model
Accepted
H. Son, S. W. Cho, (2025). Physics-Informed Deep Inverse Operator Networks for Solving PDE Inverse Problems, The Thirteenth International Conference on Learning Representations.
S. W. Cho, J. K. Oh, J. Lee, H. Son, (2025). 문화유산 온톨로지 지식그래프 기반의 문화유산 추천시스템, 정보과학회 컴퓨팅의 실제 논문지
H. Cho, S. W. Cho, H. J. Hwang, (2024). Estimating the Distribution of Parameters in Differential Equations with Repeated Cross-Sectional Data, PLOS Computational Biology.
Son, H., S.W. cho, and H.J. Hwang, (2023). Enhanced Physics-Informed Neural Networks with Augmented Lagrangian Relaxation Method (AL-PINNs). Neurocomputing, 126424.
S.W. Cho, S. Hwang, and H.J. Hwang, (2023). The monotone traveling wave solution of a bistable three-species competition system via unconstrained neural networks, Mathematical Biosciences and Engineering.
J.Y. Lee, S.W. Cho, and H.J. Hwang, (2023). HyperDeepONet: learning operator with complex target function space using the limited resources via hypernetwork, The Eleventh International Conference on Learning Representations.
S.W. Cho, H.J. Hwang, H Son, (2021). Traveling Wave Solutions of Partial Differential Equations Via Neural Networks, Journal of Scientific Computing 89 (1), 1-26.