首都师范大学学报（自然科学版）2026，Vol.47Issue(3)：1-13,13.DOI:10.19789/j.1004-9398.2026.03.001
化学视角下的AI驱动跨学科融合:机遇、路径与挑战
AI-driven interdisciplinary integration from a chemical perspective:opportunities,pathways,and challenges
摘要
Abstract
As the global economy evolves,modernization and urbanization accelerate and various global problems followed.Research in many fields,such as environment,climate and healthcare,is facing increasing challenges.These problems are too complex to be systematically solved by a single discipline.In recent years,artificial intelligence(AI)technology has developed rapidly,as the core discipline of scientific research,when AI technology is applied into chemistry research,great potential will be shown in breaking disciplinary boundaries,promoting multidisciplinary integration and solving various global problems.This paper systematically reviews a number of literatures in the field of AI in the past decade,introduces some AI systems or models that have been applied to various application scenarios in the field of chemistry,such as AlphaFold,SynthReader,dZiner,and AlphaFlow,from reading,deeply learning and analyzing literature,designing synthesis routes,to conducting experiments independently.It predicts and discusses the mechanism of breaking down disciplinary barriers by building an interdisciplinary real-time fusion platform and dynamic knowledge graph,as well as the future path of AI assisted chemical research—"AI+Chem"and other disciplines.It also analyzes and looks forward to the possible development direction of AI and its challenges.At present,whether it is AI+Chem or AI+Chem+multidisciplinary research is still in its infancy,preliminary research has shown that AI technology is very likely to be a powerful tool to break down disciplinary barriers and connect knowledge islands,and also provides great possibilities for solving complex global problems,and the play of tools and problem solving still need to be explored by all scientific researchers.关键词
化学研究/人工智能/跨学科融合/AI+Chem/AI+Chem+多学科Key words
chemical research/artificial intelligence/interdisciplinary/AI+Chem/AI+Chem+multidisciplinary分类
社会科学引用本文复制引用
陈欣,刘怡帆,黄嘉莉,彭浩南..化学视角下的AI驱动跨学科融合:机遇、路径与挑战[J].首都师范大学学报（自然科学版）,2026,47(3):1-13,13.基金项目
国家重点研发计划项目(2022YFA1205501) （2022YFA1205501）
国家自然科学基金项目(22272101) （22272101）
高校学科人才引进计划项目(B14041) （B14041）
中央高校基础研究基金项目(GK202501003) （GK202501003）
