Hybrid Model of Mathematical and Neural Network Formulations for Rolling Force and Temperature Prediction in Hot Rolling Processes. - Rakhoon Hwang; Hyeontae Jo; Kyung Seok Kim; Hyung Ju Hwang (IEEE Access, 2020)

Solving PDE-Constrained Control Problems Using Operator Learning. - Rakhoon Hwang; Jae Yong Lee 002; Jinyoung Shin; Hyung Ju Hwang (AAAI, 2022)

Option compatible reward inverse reinforcement learning. - Rakhoon Hwang; Hanjin Lee; Hyung Ju Hwang (Pattern Recognit. Lett., 2022)

Anomaly Detection in Time Series Data and its Application to Semiconductor Manufacturing. - Rakhoon Hwang; Seungtae Park; Youngwook Bin; Hyung Ju Hwang (IEEE Access, 2023)

Solving PDEs on Point Clouds by Physics-Informed Learning with Graph Neural Networks. - Rakhoon Hwang; Junseung Ryu; Seungtae Park; Hyung Ju Hwang (ECAI, 2024)