张磊
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个人信息Personal Information
教授
博士生导师
硕士生导师
性别：男
毕业院校：清华大学
学位：博士
所在单位：化工学院
学科：化学工程
办公地点：西部校区化工实验楼D203
电子邮箱：
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- [1].周康, 张磊.于海,魏朝良,范丰奇,张磊.结合分子重构的矿物型基础油分子动力学模拟[J],石油学报(石油加工),2025,41(06):1548-1558
- [2].张磊,都健.基于预训练和微调策略的多味道分子预测模型[J],化工进展,2025,44(S1):29-37
- [3].董亚超,张磊,都健.基于RDL-GNN模型预测取代、加成等有机反应的活化能[J],化工进展,2025:1-11
- [4]Zheng, Xinyu.Chai, Shiyang.Li, Haixia,Han, Zhanli,Ren, Zehua,张磊,Ji, Xu.High-throughput screening of thermodynamically stable molecular crystal forms using crystal structure prediction method based on deep graph neural network[J],CHEMICAL ENGINEERING SCIENCE,2026,323
- [5]Han, Zhanli.Ji, Xu, Zhang, Lei.Chai, Shiyang,Ren, Zehua,Zheng, Xinyu,Li, Haixia,张磊.Crystallization Solvent Design Methodology for Empagliflozin Based on a Quantitative Prediction Model of Crystal Morphology Using Molecular Dynamics and Generative Adversarial Network[J],CRYSTAL GROWTH & DESIGN,2026,26(2):803-817
- [6].Liu, Qilei, Zhang, Lei.赵雨靓,都健,孟庆伟,刘奇磊,张磊.Machine Learning-Augmented COSMO-SAC Model for Accurate Screening of Green Deep Eutectic Solvents in Sustainable CO2 Capture[J],ACS SUSTAINABLE CHEMISTRY & ENGINEERING,2026,14(1):376-388
- [7]庄钰.Du, Jian.Tao, Jin,Li, Yi,Li, Fan,Wang, Yu,张磊.Attention-enhanced multi-time scale LSTM for soft sensor modeling of corn starch liquefaction[J],CHINESE JOURNAL OF CHEMICAL ENGINEERING,2026,89:132-144
- [8].Liu, Qilei, Zhang, Lei.刘奇磊,张磊.Future-oriented precision creation: recent advances in the intelligent design and synthesis of fine chemicals[J],ENGINEERING CHEMICAL ENGINEERING,2026,20(SI)
- [9].赵雨靓,张磊,都健,孟庆伟,刘奇磊.Reactive machine learning potential for accelerating transition state search in organic synthesis.[J],Nature communications,2026
- [10].Ye, Lili.叶莉莉,张磊,毕钰帛,丛海勇,Gao, Wei,毕明树.A kinetic study of the inhibition mechanism of HFC-227ea on hydrogen combustion[J],COMBUSTION AND FLAME,2024,260