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ORCIDSung Woong Cho
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2020 – today
- 2026
[j4]Sung Woong Cho, Jae Yong Lee, Hyung Ju Hwang:
Learning time-dependent PDE via graph neural networks and deep operator network for robust accuracy on irregular grids. J. Comput. Phys. 544: 114430 (2026)- 2025
- [c2]Sung Woong Cho, Hwijae Son:
Physics-Informed Deep Inverse Operator Networks for Solving PDE Inverse Problems. ICLR 2025 - [i8]Namjung Kim, Dongseok Lee, Jongbin Yu, Sung Woong Cho, Dosung Lee, Yesol Park, Youngjoon Hong:
Toward a Robust and Generalizable Metamaterial Foundation Model. CoRR abs/2507.02436 (2025) - 2024
- [j3]Hyeontae Jo, Sung Woong Cho, Hyung Ju Hwang
:
Estimating the distribution of parameters in differential equations with repeated cross-sectional data. PLoS Comput. Biol. 20(12): 1012696 (2024) - [i7]Sung Woong Cho, Jae Yong Lee, Hyung Ju Hwang:
Learning time-dependent PDE via graph neural networks and deep operator network for robust accuracy on irregular grids. CoRR abs/2402.08187 (2024) - [i6]Hyeontae Jo, Sung Woong Cho, Hyung Ju Hwang:
Estimating the Distribution of Parameters in Differential Equations with Repeated Cross-Sectional Data. CoRR abs/2404.14873 (2024) - [i5]Sung Woong Cho, Hwijae Son:
Physics-Informed Deep Inverse Operator Networks for Solving PDE Inverse Problems. CoRR abs/2412.03161 (2024) - [i4]Hyunwoo Cho, Sung Woong Cho, Hyeontae Jo, Hyung Ju Hwang:
Estimation of System Parameters Including Repeated Cross-Sectional Data through Emulator-Informed Deep Generative Model. CoRR abs/2412.19517 (2024) - 2023
- [j2]Hwijae Son, Sung Woong Cho, Hyung Ju Hwang:
Enhanced physics-informed neural networks with Augmented Lagrangian relaxation method (AL-PINNs). Neurocomputing 548: 126424 (2023) - [c1]Jae Yong Lee, Sung Woong Cho, Hyung Ju Hwang:
HyperDeepONet: learning operator with complex target function space using the limited resources via hypernetwork. ICLR 2023 - [i3]Jae Yong Lee, Sung Woong Cho, Hyung Ju Hwang:
HyperDeepONet: learning operator with complex target function space using the limited resources via hypernetwork. CoRR abs/2312.15949 (2023) - 2022
- [i2]Hwijae Son, Sung Woong Cho, Hyung Ju Hwang:
AL-PINNs: Augmented Lagrangian relaxation method for Physics-Informed Neural Networks. CoRR abs/2205.01059 (2022) - 2021
- [j1]Sung Woong Cho, Hyung Ju Hwang, Hwijae Son:
Traveling Wave Solutions of Partial Differential Equations Via Neural Networks. J. Sci. Comput. 89(1): 21 (2021) - [i1]Sung Woong Cho, Hyung Ju Hwang, Hwijae Son:
Traveling Wave Solutions of Partial Differential Equations via Neural Networks. CoRR abs/2101.08520 (2021)
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