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Sung Woong Cho
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2020 – today
- 2024
- [i5]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) - [i4]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) - 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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