崇媛媛,冯硕,王嵩,江俊*.大模型驱动、人机协同的机器化学家云设施[J].中国科学院院刊,2024,39(1):41-49.
大模型驱动、人机协同的机器化学家云设施
Large model-driven, human-computer collaborative robotic AI-chemist cloud facility
大模型驱动、人机协同的机器化学家云设施
Large model-driven, human-computer collaborative robotic AI-chemist cloud facility
作者
崇媛媛
中国科学技术大学 精准智能化学重点实验室 合肥 230026
CHONG Yuanyuan
Key Laboratory of Precision and Intelligent Chemistry, University of Science and Technology of China, Hefei 230026, China
冯硕
中国科学技术大学 精准智能化学重点实验室 合肥 230026
FENG Shuo
Key Laboratory of Precision and Intelligent Chemistry, University of Science and Technology of China, Hefei 230026, China
王嵩
中国科学技术大学 精准智能化学重点实验室 合肥 230026
WANG Song
Key Laboratory of Precision and Intelligent Chemistry, University of Science and Technology of China, Hefei 230026, China
江俊*
中国科学技术大学 精准智能化学重点实验室 合肥 230026
JIANG Jun*
Key Laboratory of Precision and Intelligent Chemistry, University of Science and Technology of China, Hefei 230026, China
中国科学技术大学 精准智能化学重点实验室 合肥 230026
CHONG Yuanyuan
Key Laboratory of Precision and Intelligent Chemistry, University of Science and Technology of China, Hefei 230026, China
冯硕
中国科学技术大学 精准智能化学重点实验室 合肥 230026
FENG Shuo
Key Laboratory of Precision and Intelligent Chemistry, University of Science and Technology of China, Hefei 230026, China
王嵩
中国科学技术大学 精准智能化学重点实验室 合肥 230026
WANG Song
Key Laboratory of Precision and Intelligent Chemistry, University of Science and Technology of China, Hefei 230026, China
江俊*
中国科学技术大学 精准智能化学重点实验室 合肥 230026
JIANG Jun*
Key Laboratory of Precision and Intelligent Chemistry, University of Science and Technology of China, Hefei 230026, China
中文关键词
化学研究范式变革;机器化学家云设施;人工智能;自动化实验;人机协作
英文关键词
paradigm shift in chemical research;robotic AI-chemist cloud facility;artificial intelligence;automated experiments;human-computer collaboration
中文摘要
中国科学技术大学精准智能化学重点实验室合肥230026
英文摘要
At present, chemical science is facing unprecedented opportunities and challenges due to the technological changes brought by artificial intelligence. In order to promote the paradigm shift in chemical research, this study proposes the construction plan of the robotic AI-chemist cloud facility. This system realizes a new paradigm of scientific research by collecting multi-channel data to build a database, developing large scientific models enhanced by chemical knowledge, constructing clusters of robotic facilities, and building an intelligent management decision system, which will dramatically improve the efficiency of scientific research and solve scientific problems in terminal applications. This infrastructure is expected to change the paradigm of research and lead to major scientific breakthroughs in chemistry.
DOI10.16418/j.issn.1000-3045.20231205003