Sung Woong Cho

15 papers A* 2Journal 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
Learning time-dependent PDE via graph neural networks and deep operator network for robust accuracy on irregular grids.
J. Comput. Phys.
Sung Woong Cho, Jae Yong Lee, Hyung Ju Hwang
2026 J jnl
Offline Data-Driven Recommender Systems for Improving Small Business Marketing Strategies.
Big Data
Hwijae Son, Sung Woong Cho, Hyung Ju Hwang
2025 A* conf
Physics-Informed Deep Inverse Operator Networks for Solving PDE Inverse Problems.
ICLR
Sung Woong Cho, Hwijae Son
2025 J jnl
Toward a Robust and Generalizable Metamaterial Foundation Model.
CoRR
Namjung Kim, Dongseok Lee, Jongbin Yu, Sung Woong Cho, Dosung Lee, Yesol Park, Youngjoon Hong
2024 J jnl
Estimating the Distribution of Parameters in Differential Equations with Repeated Cross-Sectional Data.
CoRR
Hyeontae Jo, Sung Woong Cho, Hyung Ju Hwang
2024 J jnl
Estimating the distribution of parameters in differential equations with repeated cross-sectional data.
PLoS Comput. Biol.
Hyeontae Jo, Sung Woong Cho, Hyung Ju Hwang
2024 J jnl
Estimation of System Parameters Including Repeated Cross-Sectional Data through Emulator-Informed Deep Generative Model.
CoRR
Hyunwoo Cho, Sung Woong Cho, Hyeontae Jo, Hyung Ju Hwang
2024 J jnl
Learning time-dependent PDE via graph neural networks and deep operator network for robust accuracy on irregular grids.
CoRR
Sung Woong Cho, Jae Yong Lee, Hyung Ju Hwang
2024 J jnl
Physics-Informed Deep Inverse Operator Networks for Solving PDE Inverse Problems.
CoRR
Sung Woong Cho, Hwijae Son
2023 J jnl
Enhanced physics-informed neural networks with Augmented Lagrangian relaxation method (AL-PINNs).
Neurocomputing
Hwijae Son, Sung Woong Cho, Hyung Ju Hwang
2023 A* conf
HyperDeepONet: learning operator with complex target function space using the limited resources via hypernetwork.
ICLR
Jae Yong Lee, Sung Woong Cho, Hyung Ju Hwang
2023 J jnl
HyperDeepONet: learning operator with complex target function space using the limited resources via hypernetwork.
CoRR
Jae Yong Lee, Sung Woong Cho, Hyung Ju Hwang
2022 J jnl
AL-PINNs: Augmented Lagrangian relaxation method for Physics-Informed Neural Networks.
CoRR
Hwijae Son, Sung Woong Cho, Hyung Ju Hwang
2021 J jnl
Traveling Wave Solutions of Partial Differential Equations Via Neural Networks.
J. Sci. Comput.
Sung Woong Cho, Hyung Ju Hwang, Hwijae Son
2021 J jnl
Traveling Wave Solutions of Partial Differential Equations via Neural Networks.
CoRR
Sung Woong Cho, Hyung Ju Hwang, Hwijae Son