| Autonomous operation algorithm for safety systems of nuclear power plants by using long-short term memory and function-based hierarchical framework D Lee, PH Seong, J Kim Annals of Nuclear Energy 119, 287-299, 2018 | 63 | 2018 |
| Algorithm for autonomous power-increase operation using deep reinforcement learning and a rule-based system D Lee, AM Arigi, J Kim IEEE Access 8, 196727-196746, 2020 | 43 | 2020 |
| An experimental investigation on relationship between PSFs and operator performances in the digital main control room J Park, D Lee, W Jung, J Kim Annals of Nuclear Energy 101, 58-68, 2017 | 40 | 2017 |
| Conceptual design of autonomous emergency operation system for nuclear power plants and its prototype J Kim, D Lee, J Yang, S Lee Nuclear Engineering and Technology 52 (2), 308-322, 2020 | 24 | 2020 |
| Autonomous algorithm for safety systems of the nuclear power plant by using the deep learning D Lee, J Kim Advances in Human Factors in Energy: Oil, Gas, Nuclear and Electric Power …, 2018 | 12 | 2018 |
| Comparison of deep reinforcement learning and PID controllers for automatic cold shutdown operation D Lee, S Koo, I Jang, J Kim Energies 15 (8), 2834, 2022 | 10 | 2022 |
| Accident diagnosis and autonomous control of safety functions during the startup operation of nuclear power plants using LSTM J Yang, D Lee, J Kim Advances in Artificial Intelligence, Software and Systems Engineering: Joint …, 2019 | 10 | 2019 |
| Autonomous algorithm for start-up operation of nuclear power plants by using LSTM D Lee, J Kim Advances in Artificial Intelligence, Software and Systems Engineering: Joint …, 2019 | 9 | 2019 |
| Autonomous emergency operation of nuclear power plant using deep reinforcement learning D Lee, J Kim Advances in Artificial Intelligence, Software and Systems Engineering …, 2021 | 5 | 2021 |
| Concept of robust AI with meta-learning for accident diagnosis D Lee, J Kim Korean Nuclear Society Spring Meeting, Jeju, Korea, May 19-20, 2022 | 2 | 2022 |
| Development of autonomous operation agent for normal and emergency situations in nuclear power plants D Lee, H Kim, Y Choi, J Kim 2021 5th International Conference on System Reliability and Safety (ICSRS …, 2021 | 2 | 2021 |
| Event diagnosis method for a nuclear power plant using meta-learning HJ Lee, D Lee, J Kim Nuclear Engineering and Technology, 2024 | 1 | 2024 |
| A Power Increase Autonomous Algorithm based on Deep Reinforcement Learning D Lee, AM Arigi, J Kim | | |
| Identification of Abnormal Situations using Long Short-Term Memory H Kim, J Yang, D Lee, J Kim | | |
| Autonomous Algorithm for Safety Function State of Nuclear Power Plant by Using LSTM D Lee, J Kim | | |
