no code implementations • 3 Nov 2022 • Xinyue Zhang, Genwang Wei, Ye Sheng, Jiong Yang, Caichao Ye, Wenqing Zhang
By investigating the combinations of polymer units with mobility performance, a scheme for designing polymer OSC materials by combining ML approaches and PUFp information is proposed to not only passively predict OSC mobility but also actively provide structural guidance for new high-mobility OSC material design.
no code implementations • 26 Nov 2020 • Zhiyao Xie, Haoxing Ren, Brucek Khailany, Ye Sheng, Santosh Santosh, Jiang Hu, Yiran Chen
Moreover, the proposed CNN model is general and transferable to different designs.
