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
arXiv
Improving the accuracy and generalizability of molecular property regression models with a substructure-substitution-rule-informed framework
bioRxiv
Automatically Defining Protein Words for Diverse Functional Predictions Based on Attention Analysis of a Protein Language Model
Preprint
Enhancing Enzyme Activity with Mutation Combinations Guided by Few-shot Learning and Causal Inference
Group Members
Boxue Tian
PI
boxuetian@mail.tsinghua.edu.cn
Jiamin Chang
Postdoc
changjm1111@163.com
Ruizhen Jia
Postdoc
ruizhenjia@mail.tsinghua.edu.cn
Xiaoliang Xiong
Graduate
xxl20@mails.tsinghua.edu.cn
Yang Tian
Graduate
tiany21@mails.tsinghua.edu.cn
Xiaochun Zhang
Graduate
zhangxc22@mails.tsinghua.edu.cn
Jingke Chen
Graduate
chenjk22@mails.tsinghua.edu.cn
Jingrui Zhong
Graduate
zhongjr22@mails.tsinghua.edu.cn
Zidong Su
Graduate
szd22@mails.tsinghua.edu.cn
Lin Guo
Graduate
gl23@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
Undergraduate
Zhihao Yang
Undergraduate
Xuhai Huang
Undergraduate
Former Members
Weiming Mi
Postdoc
Qiu Ke
Master
Zhi Wang
Undergraduate
Hedi Chen
PHD
Mengyao Zhang
Undergraduate
Huizhong Peng
Undergraduate
Rong Zhang
PHD
Yuhan Xiang
Undergraduate
Zihui Ma
Undergraduate
Yufan Liu
Master
Rongqing Yuan
Undergraduate
Buming Gu
Undergraduate