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2024
Curvature bound for Lp Minkowski problem
Advances in Mathematics
Kyeongsu Choi, Minhyun Kim, Taehun Lee
Pseudo-Differential Neural Operator: Generalized Fourier Neural Operator for Learning Solution Operators of Partial Differential Equations
Transactions on Machine Learning Research
Jin Young Shin, Jae Yong Lee, Hyung Ju Hwang
2023
The deep minimizing movement scheme
Journal of Computational Physics
Min Sue Park, Cheolhyeong Kim, Hwijae Son, and Hyung Ju Hwang
On Concentration Bounds for Bayesian Identification of Linear Non-Gaussian System
2023 62nd IEEE Conference on Decision and Control (CDC), 2023
Yeoneung Kim, Gihun Kim, and Insoon Yang
Physics-Informed Neural Networks for Microprocessor Thermal Management Model
IEEE Access
Hwijae Son, Hyunwoo Cho, and Hyung Ju Hwang
Enhanced Physics-Informed Neural Networks with Augmented Lagrangian Relaxation Method (AL-PINNs)
Neurocomputing
Hwijae Son, Sung Woong Cho, and Hyung Ju Hwang