Yiming Liu

Machine Learning for Perovskite Solar Cells and Component Materials: Key Technologies and Prospects

Yiming Liu, Xinyu Tan, Jie Liang et al. · Advanced Functional Materials · 2023 · 132 citations · Full text

Engineering, Machine Learning, Halide Perovskites +16

Machine learning enabled development of unexplored perovskite solar cells with high efficiency

Wensheng Yan, Yiming Liu, Yue Zang et al. · Nano Energy · 2022 · 75 citations

Materials Science, Engineering, Perovskite Solar Cell +10

How Machine Learning Predicts and Explains the Performance of Perovskite Solar Cells

Yiming Liu, Wensheng Yan, Shichuang Han et al. · Solar RRL · 2022 · 69 citations

Engineering, Machine Learning, Energy Efficiency +24

Study on bandgap predications of ABX3-type perovskites by machine learning

Yiming Liu, Wensheng Yan, Heng Zhu et al. · Organic Electronics · 2021 · 49 citations

Materials Science, Engineering, Machine Learning +7

Machine learning as a characterization method for analysis and design of perovskite solar cells

Yiming Liu, Xinyu Tan, Peng Xiang et al. · Materials Today Physics · 2024 · 22 citations

Materials Science, Characterization Method, Electrical Engineering +12