Combined analysis of thermofluids and electromagnetism using physics-informed neural networks. - Yeonhwi Jeong; Junhyoung Jo; Tonghun Lee; Jihyung Yoo (Eng. Appl. Artif. Intell., 2024)

Thermal conductivity estimation using Physics-Informed Neural Networks with limited data. - Junhyoung Jo; Yeonhwi Jeong; Jinsu Kim; Jihyung Yoo (Eng. Appl. Artif. Intell., 2024)

State of health estimation of lithium-ion battery cell based on optical thermometry with physics-informed machine learning. - Jeongwoo Jang; Junhyoung Jo; Jinsu Kim; Seungmin Lee; Tonghun Lee; Jihyung Yoo (Eng. Appl. Artif. Intell., 2025)

Fast and accurate prediction of H2 combustion via data-augmented physics-informed operator learning. - Junhyoung Jo; Kyungrae Kang; Paxton Wiersema; Jihyung Yoo; Eric J. Mayhew; Tonghun Lee (Eng. Appl. Artif. Intell., 2025)