Hwang, Hyung Ju

4 publications

ICLRW 2024 Learning Time-Dependent PDE via Graph Neural Networks and Deep Operator Network for Robust Accuracy on Irregular Grids Sung Woong Cho, Jae Yong Lee, Hyung Ju Hwang

TMLR 2024 Pseudo-Differential Neural Operator: Generalize Fourier Neural Operator for Learning Solution Operators of Partial Differential Equations Jin Young Shin, Jae Yong Lee, Hyung Ju Hwang

ICLR 2023 HyperDeepONet: Learning Operator with Complex Target Function Space Using the Limited Resources via Hypernetwork Jae Yong Lee, SungWoong Cho, Hyung Ju Hwang

AAAI 2022 Solving PDE-Constrained Control Problems Using Operator Learning Rakhoon Hwang, Jae Yong Lee, Jinyoung Shin, Hyung Ju Hwang