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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
Boxue Tian
PI

boxuetian@mail.tsinghua.edu.cn

贾蕊桢_头像
Ruizhen Jia
Postdoc

ruizhenjia@mail.tsinghua.edu.cn

1
Yang Tian
Graduate

tiany21@mails.tsinghua.edu.cn

zxc
Xiaochun Zhang
Graduate

zhangxc22@mails.tsinghua.edu.cn

钟憬锐
Jingrui Zhong
Graduate

zhongjr22@mails.tsinghua.edu.cn

陈荆轲
Jingke Chen
Graduate

chenjk22@mails.tsinghua.edu.cn

苏子栋
Zidong Su
Graduate

szd22@mails.tsinghua.edu.cn

张宇明
Yuming Zhang
Graduate

   ymzhang_thu@163.com    

范逍宇
Xiaoyu Fan
Graduate

fan-xy19@mails.tsinghua.edu.cn

劳嘉欣
Jiaxin Lao
Graduate

      jx235711@gmail.com       

王珏_头像
Jue Wang
Graduate

     942907738@qq.com          

Langya Lu
Graduate

luly25@mails.tsinghua.edu.cn

Ruqian Ji
Graduate

jrq25@mails.tsinghua.edu.cn

杨志浩_头像
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