Hwijae Son

发表

Real-World Implications of a Rapidly Responsive COVID-19 Spread Model with Time-Dependent Parameters via Deep Learning: Model Development and Validation

Se Young Jung, Hyeontae Jo, Hwijae Son, 2020, Journal of medical Internet research.

Deep Neural Network Approach to Forward-Inverse Problems pdf

Hyeontae Jo, Hwijae Son, Hyung Ju Hwang, 2019, Networks Heterog. Media.

Traveling Wave Solutions of Partial Differential Equations via Neural Networks

Hwijae Son, Hyung Ju Hwang, Sung Woong Cho, 2021 .

Sobolev Training for the Neural Network Solutions of PDEs

Jin Woo Jang, Hwijae Son, Hyung Ju Hwang, 2021, ArXiv.

Analysis of COVID-19 spread in South Korea using the SIR model with time-dependent parameters and deep learning

Se Young Jung, Hyeontae Jo, Hwijae Son, 2020, medRxiv.

Lagrangian dual framework for conservative neural network solutions of kinetic equations pdf

Hwijae Son, Hyung Ju Hwang, H. Hwang, 2021, Kinetic & Related Models.

Sobolev Training for Physics Informed Neural Networks

Hwijae Son, Hyung Ju Hwang, Jin Woo Jang, 2021, 2101.08932.

Traveling Wave Solutions of Partial Differential Equations via Neural Networks pdf

Hwijae Son, Hyung Ju Hwang, Sung Woong Cho, 2021, J. Sci. Comput..

The Deep Minimizing Movement Scheme pdf

Hwijae Son, Hyung Ju Hwang, Min Sue Park, 2021, ArXiv.

Explainability of Machine Learning Models for Bankruptcy Prediction

Hwijae Son, Hyung Ju Hwang, Min Sue Park, 2021, IEEE Access.