Heesoo Choi

Pre-diagnosis of flooding and drying in proton exchange membrane fuel cells by bagging ensemble deep learning models using long short-term memory and convolutional neural networks

Kyunghyun Kim, Jaeyeon Kim, Heesoo Choi et al. · Energy · 2022 · 42 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +8

Observation of flooding-induced performance enhancement in PEMFCs

Heesoo Choi, Jaeyeon Kim, Obeen Kwon et al. · International Journal of Hydrogen Energy · 2021 · 33 citations

Engineering, Energy Management, Energy Efficiency +7

High-performance polymer electrolyte membrane fuel cells with nanoporous carbon nanotube layer in low humidity condition

Jaeyeon Kim, Obeen Kwon, Hongnyoung Yoo et al. · Journal of Power Sources · 2022 · 31 citations

Catalytic Membrane, Chemical Engineering, Engineering +6

Mass diffusion characteristics on performance of polymer electrolyte membrane fuel cells with serpentine channels of different width

Hyeok Kim, Jaeyeon Kim, Dasol Kim et al. · International Journal of Heat and Mass Transfer · 2021 · 28 citations

Catalytic Membrane, Chemical Engineering, Electrical Engineering +9

Real-time detection of flooding in polymer electrolyte membrane fuel cells using high-frequency electrochemical impedance

Heesoo Choi, Hojae Jang, Jaeyeon Kim et al. · Journal of Power Sources · 2023 · 27 citations

Conducting Polymer, Chemical Engineering, Electrical Engineering +9