Hwijae Son

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 13

Top Topics

Bankruptcy Prediction

Partial Differential Equations

Emission Tomography

Machine Learning Models

Top Venues

J. Comput. Phys.

Networks Heterog. Media

Publications

Min Sue Park, Cheolhyeong Kim, Hwijae Son, Hyung Ju Hwang
The deep minimizing movement scheme. J. Comput. Phys. 494 (2023)
Hwijae Son, Hyunwoo Cho, Hyung Ju Hwang
Physics-Informed Neural Networks for Microprocessor Thermal Management Model. IEEE Access 11 (2023)
Hwijae Son, Sung Woong Cho, Hyung Ju Hwang
Enhanced physics-informed neural networks with Augmented Lagrangian relaxation method (AL-PINNs). Neurocomputing 548 (2023)
Hwijae Son, Sung Woong Cho, Hyung Ju Hwang
AL-PINNs: Augmented Lagrangian relaxation method for Physics-Informed Neural Networks. CoRR (2022)
Sung Woong Cho, Hyung Ju Hwang, Hwijae Son
Traveling Wave Solutions of Partial Differential Equations Via Neural Networks. J. Sci. Comput. 89 (1) (2021)
Hyung Ju Hwang, Hwijae Son
Lagrangian dual framework for conservative neural network solutions of kinetic equations. CoRR (2021)
Sung Woong Cho, Hyung Ju Hwang, Hwijae Son
Traveling Wave Solutions of Partial Differential Equations via Neural Networks. CoRR (2021)
Hwijae Son, Jin Woo Jang, Woo Jin Han, Hyung Ju Hwang
Sobolev Training for the Neural Network Solutions of PDEs. CoRR (2021)
Hyung Ju Hwang, Cheolhyeong Kim, Min Sue Park, Hwijae Son
The Deep Minimizing Movement Scheme. CoRR (2021)
Min Sue Park, Hwijae Son, Chongseok Hyun, Hyung Ju Hwang
Explainability of Machine Learning Models for Bankruptcy Prediction. IEEE Access 9 (2021)
Hyeontae Jo, Hwijae Son, Hyung Ju Hwang, Eun Heui Kim
Deep neural network approach to forward-inverse problems. Networks Heterog. Media 15 (2) (2020)
Hwijae Son, C. Hyun, Du Phan, Hyung Ju Hwang
Data analytic approach for bankruptcy prediction. Expert Syst. Appl. 138 (2019)
Hyeontae Jo, Hwijae Son, Hyung Ju Hwang, Eunheui Kim
Deep Neural Network Approach to Forward-Inverse Problems. CoRR (2019)