B. Weng#, Z.Song#, R. Zhu, Q. Yan, Q. Sun, C. Grice, Y. Yan* and W-J. Yin*, Nature Communications 11, 3513 (2020)

祝贺翁百成,宋志龙在 Nature Communications上发表论文,利用符号回归(机器学习)挑战传统催化火山图(经验知识),发现与催化活性线性相关的催化描述子,并指导实验合成新型钙钛矿氧化物催化剂。

B. Weng#, Z.Song#, R. Zhu, Q. Yan, Q. Sun, C. Grice, Y. Yan* and W-J. Yin*, Nature Communications 11, 3513 (2020)

Jing Wang, Wei Li and Wan-Jian Yin*, Advanced Materials 32, 1906115 (2020)

祝贺王静在 Advanced Materials 上发表论文,阐述 Br 掺杂 CH3NH3PbI3 如何提高载流子寿命问题。

Jing Wang, Wei Li and Wan-Jian Yin*, Advanced Materials 32, 1906115 (2020)

Jing Wang, H. Chen, S.-H. Wei and W.-J. Yin*, Advanced Materials 31, 1806593 (2019)

祝贺王静在 Advanced Materials 上发表论文,通过配位数重新认识与设计太阳能材料。

Jing Wang, H. Chen, S.-H. Wei and W.-J. Yin*, Advanced Materials 31, 1806593 (2019)

Zhenzhu Li, Qichen Xu, Qingde Sun. Zhufeng Hou and W.-J. Yin*, Adv. Fun. Mater. 29, 1807280 (2019)

祝贺李珍珠在 Advanced Functional Materials 上发表论文,通过机器学习加速钙钛矿稳定性预测。

Zhenzhu Li, Qichen Xu, Qingde Sun. Zhufeng Hou and W.-J. Yin*, Adv. Fun. Mater. 29, 1807280 (2019)

Qingde Sun and W.-J. Yin*, J. Am. Chem. Soc. 139 , 14905-14908 (2017)

祝贺孙庆德在 JACS 上发表论文,提出钙钛矿稳定性的相图与新描述符。

Qingde Sun and W.-J. Yin*, J. Am. Chem. Soc. 139 , 14905-14908 (2017)

Solving the Solar Energy and Materials Challenge through Computation

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WHAT ARE WE DOING?

  • 1. Defect Physics

    We develop approaches for defect calculation based on first-principles calculations and apply it to fundamental understanding and defect control of semiconductors, oxides and solar cell absorbers.

  • 2. Materials Design

    We develop the scheme of high-throughput computing and machine learning and apply it to materials screening and design for renewable energy harvesting.

  • 3. Graphene Growth

    We collaborate with renowned experimental group on graphene growth, understand the growth mechanism and provide guidance.