Hwijae Son, Jin Woo Jang, Woo Jin Han and Hyung Ju Hwang Sobolev Training for the Neural Network Solutions of PDEs 2021 https://arxiv.org/abs/2101.08932
2020
Jae Yong Lee, Jin Woo Jang and Hyung Ju Hwang The model reduction of the Vlasov-Poisson-Fokker-Planck system to the Poisson-Nernst-Planck system via the Deep Neural Network Approach 2020 https://ui.adsabs.harvard.edu/abs/2020arXiv200913280L
2015
Juhi Jang, Juan J. L. Velázquez and Hyung Ju Hwang On the structure of the singular set for the kinetic Fokker-Planck equations in domains with boundaries 2015 http://arxiv.org/abs/1509.03366