Mingzhe Liu

Educational Background

- Renewable Energy Applications, Thermal Energy Systems Design, District Energy Systems and Building Integration
- Energy System Modeling and Optimization, AI and Machine Learning for Smart Building

Liu, M., Zhang, L., Chen, J., Chen, W. A., Yang, Z., Lo, L. J., ... & O’Neill, Z., Large language models for building energy applications: Opportunities and challenges. In Building Simulation (Vol. 18, No. 2, pp. 225-234). Beijing: Tsinghua University Press, (2025, February).
Liu, M., Guo, M., Fu, Y., O’Neill, Z., & Gao, Y., Expert-guided imitation learning for energy management: Evaluating GAIL’s performance in building control applications. Applied Energy, 372, 123753, (2024).
Liu, M., Hino, T., Ooka, R., Wen, K., Choi, W., Lee, D., & Ikeda, S., Development of distributed multiple‐source and multiple‐use heat pump system using renewable energy: Outline of test building and experimental evaluation of cooling and heating performance. Japan Architectural Review, 4 (1), 241-252, (2021).