Gain of regularity for the relativistic collision operator. - Jin Woo Jang; Seok-Bae Yun (Appl. Math. Lett., 2019)

The model reduction of the Vlasov-Poisson-Fokker-Planck system to the Poisson-Nernst-Planck system via the Deep Neural Network Approach. - Jae Yong Lee 002; Jin Woo Jang; Hyung Ju Hwang (CoRR, 2020)

Trend to equilibrium for the kinetic Fokker-Planck equation via the neural network approach. - Hyung Ju Hwang; Jin Woo Jang; Hyeontae Jo; Jae Yong Lee 002 (J. Comput. Phys., 2020)

Sobolev Training for the Neural Network Solutions of PDEs. - Hwijae Son; Jin Woo Jang; Woo Jin Han; Hyung Ju Hwang (CoRR, 2021)

On the Temperature Distribution of a Body Heated by Radiation. - Jin Woo Jang; Juan J. López Velázquez (SIAM J. Math. Anal., 2024)

Deep learning-based moment closure for multi-phase computation of semiclassical limit of the Schrödinger equation. - Jin Woo Jang; Jae Yong Lee; Liu Liu; Zhenyi Zhu (CoRR, 2025)