An all-round Al-Chemist with a scientific mind

作     者：Qing Zhu Fei Zhang Yan Huang Hengyu Xiao Lu Yuan Zhao Xu Chun Zhang Tao Song Xin Sheng Tang Xiang Li Guo He Bao Chen Chong Jun Yi Zhou Yi Han Zhang Baicheng Zhang Jia Qi Cao Man Luo Song Wang Gui Lin Ye Wan Jun Zhang Xin Chen Shuang Cong Donglai Zhou Huirong Li Jialei Li Gang Zou Wei Wei Shang Jun Jiang Yi Luo 

作者机构：Hefei National Research Center for Physical Sciences at the Microscale School of Chemistry and Materials Science University of Science and Technology of China School of Information Science and Technology University of Science and Technology of China Hefei Ji Shu Quantum Technology Co.Ltd Hefei National Laboratory University of Science and Technology of China 

出 版 物：《National Science Review》 (国家科学评论(英文版))

年 卷 期：2022年第9卷第10期

页      面：158-168页

核心收录：

学科分类：12[管理学] 1201[管理学-管理科学与工程(可授管理学、工学学位)] 080202[工学-机械电子工程] 081104[工学-模式识别与智能系统] 08[工学] 0804[工学-仪器科学与技术] 0835[工学-软件工程] 0802[工学-机械工程] 0811[工学-控制科学与工程] 0812[工学-计算机科学与技术（可授工学、理学学位）] 

基　　金：financially supported by the National Key Research and Development Program of China (2018YFA0208603) the CAS Project for Young Scientists in Basic Research (YSBR-005) the National Natural Science Foundation of China(22025304, 22033007, 21633007, 21790350 and 22103076) the Innovation Program for Quantum Science and Technology(2021ZD0303303) the Anhui Provincial Natural Science Foundation (2108085QB63) 

主　　题：AI-Chemist computational brain mobile robot machine reading all-round research 

摘      要：The realization of automated chemical experiments by robots unveiled the prelude to an artificial intelligence(AI) *** AI-based systems or robots with specific chemical skills have been demonstrated,but conducting all-round scientific research remains ***,we present an all-round AI-Chemist e quipped with scientific data intelligence that is capable of performing basic tasks generally re quired in chemical *** on a service platform,the AI-Chemist is able to automatically read the literatures from a cloud database and propose experimental plans *** can control a mobile robot in-house or online to automatically execute the complete experimental process on 14workstations,including synthesis,characterization and performance *** experimental data can be simultaneously analysed by the computational brain of the AI-Chemist through machine learning and Bayesian optimization,allowing a new hypothesis for the next iteration to be *** competence of the AI-Chemist has been scrutinized by three different chemical *** the future,the more advanced all-round AI-Chemists equipped with scientific data intelligence may cause changes to the landscape of the chemical laboratory.