Research
Reaction Prediction
Integrating QM and AI for product and reaction condition prediction
Drug Design
AI-aided design for small molecules and antibodies
Enzyme Function Prediction
Predicting and optimizing functions for terpene synthases and P450s
Recent work
Chemical Science
Improving the accuracy and generalizability of molecular property regression models with a substructure-substitution-rule-informed framework
Advanced Science
Automatically Defining Protein Words for Diverse Functional Predictions Based on Attention Analysis of a Protein Language Model
Angewandte Chemie International Edition
Enhancing Enzyme Activity with Mutation Combinations Guided by Few-shot Learning and Causal Inference
Group Members
Boxue Tian
PI
boxuetian@mail.tsinghua.edu.cn
Ruizhen Jia
Postdoc
ruizhenjia@mail.tsinghua.edu.cn
Yang Tian
Graduate
tiany21@mails.tsinghua.edu.cn
Xiaochun Zhang
Graduate
zhangxc22@mails.tsinghua.edu.cn
Jingrui Zhong
Graduate
zhongjr22@mails.tsinghua.edu.cn
Jingke Chen
Graduate
chenjk22@mails.tsinghua.edu.cn
Zidong Su
Graduate
szd22@mails.tsinghua.edu.cn
Yuming Zhang
Graduate
ymzhang_thu@163.com
Xiaoyu Fan
Graduate
fan-xy19@mails.tsinghua.edu.cn
Jiaxin Lao
Graduate
jx235711@gmail.com
Jue Wang
Graduate
942907738@qq.com
Langya Lu
Graduate
luly25@mails.tsinghua.edu.cn
Ruqian Ji
Graduate
jrq25@mails.tsinghua.edu.cn
Zhihao Yang
Undergraduate
Former Members
Weiming Mi
Postdoc
Lin Guo
PHD
Mengyao Zhang
Undergraduate
Huizhong Peng
Undergraduate
Jiamin Chang
Postdoc
Xiaoliang Xiong
PHD
Yuhan Xiang
Undergraduate
Zihui Ma
Undergraduate
Hedi Chen
PHD
Yufan Liu
Master
Rongqing Yuan
Undergraduate
Buming Gu
Undergraduate
Rong Zhang
PHD
Ke Qu
Master
Zhi Wang
Undergraduate