【研究方向】 基于数据挖掘的材料设计、工业优化 【科研项目】 (1) 国家自然科学基金青年科学基金项目，2022.01-2024.12，主持 (2) 上海化工研究有限公司开放课题，2024.01-2024.12，主持 【论文著作】 (1)Zhu, Q.; Xu, P.; Lu, T.; Ji, X.*; Shao, M.; Duan, Z.*; Lu, W.*, Discovery and verification of two-dimensional organic-inorganic hybrid perovskites via diagrammatic machine learning model. Material & Design, 2024, 238, 112642. (2)Wang, X.; Lu, T.; Zhou, W.; Ji, X.*; Lu, W.*; Yang, J.*, Accelerated discovery of ternary gold alloy materials with low resistivity via an interpretable machine learning strategy, Chemistry-an Asian Journal, 2022, 17(22): e202200771. (3)Zhao, J.; Xu, P.; Liu, X.; Ji, X.*; Li, M.; Sooranna, D.; Qu, X.; Lu, W.*; Niu, B.*, Application of machine learning methods for the development of antidiabetic drugs, Current Pharmaceutical Design, 2022, 28(4): 260-271. (4)陆文聪; 李敏杰; 纪晓波, 材料数据挖掘方法与应用, 化学工业出版社, 2022. |