Machine learning–assisted molecular design and efficiency prediction for high-performance organic photovoltaic materials W Sun, Y Zheng, K Yang, Q Zhang, AA Shah, Z Wu, Y Sun, L Feng, ... Science advances 5 (11), eaay4275, 2019 | 226 | 2019 |
The use of deep learning to fast evaluate organic photovoltaic materials W Sun, M Li, Y Li, Z Wu, Y Sun, S Lu, Z Xiao, B Zhao, K Sun Advanced Theory and Simulations 2 (1), 1800116, 2019 | 58 | 2019 |
High‐efficiency non‐fullerene acceptors developed by machine learning and quantum chemistry Q Zhang, YJ Zheng, W Sun, Z Ou, O Odunmbaku, M Li, S Chen, Y Zhou, ... Advanced Science 9 (6), 2104742, 2022 | 34 | 2022 |
Artificial intelligence designer for highly-efficient organic photovoltaic materials W Sun, Y Zheng, Q Zhang, K Yang, H Chen, Y Cho, J Fu, O Odunmbaku, ... The Journal of Physical Chemistry Letters 12 (36), 8847-8854, 2021 | 17 | 2021 |
TBMaLT, a flexible toolkit for combining tight-binding and machine learning A McSloy, G Fan, W Sun, C Hölzer, M Friede, S Ehlert, NE Schütte, ... The Journal of Chemical Physics 158 (3), 2023 | 14 | 2023 |
Electrode materials for printable solar cells L Hu, L Hu, K Yang, K Yang, K Sun, K Sun, W Chen, W Chen, F Wu, F Wu, ... Printable Solar Cells, 457-512, 2017 | 4 | 2017 |
Machine Learning Enhanced DFTB Method for Periodic Systems: Learning from Electronic Density of States W Sun, G Fan, T van der Heide, A McSloy, T Frauenheim, B Aradi Journal of Chemical Theory and Computation 19 (13), 3877-3888, 2023 | 3 | 2023 |
Material Evaluation: The Use of Deep Learning to Fast Evaluate Organic Photovoltaic Materials (Adv. Theory Simul. 1/2019) W Sun, M Li, Y Li, Z Wu, Y Sun, S Lu, Z Xiao, B Zhao, K Sun Advanced Theory and Simulations 2 (1), 1970001, 2019 | 1 | 2019 |
Benchmark Data Set of Crystalline Organic Semiconductors A Zhugayevych, W Sun, T van der Heide, CR Lien-Medrano, ... Journal of Chemical Theory and Computation 19 (22), 8481-8490, 2023 | | 2023 |
Carbon/Polymer Composite Electrocatalysts for the Counter Electrode of Dye‐Sensitized Solar Cells W Sun, R Chen, Z Xiong, S Ouyang, K Sun, J Ouyang Counter Electrodes for Dye‐sensitized and Perovskite Solar Cells 1, 263-293, 2018 | | 2018 |