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"人工智能+新材料"领域发展现状、趋势和启示

张帆 杨艳 刘雨虹

国际石油经济2025,Vol.33Issue(9):19-25,85,8.
国际石油经济2025,Vol.33Issue(9):19-25,85,8.DOI:10.3969/j.issn.1004-7298.2025.09.003

"人工智能+新材料"领域发展现状、趋势和启示

Development status,trends,and implications of the"AI+new materials"field

张帆 1杨艳 2刘雨虹2

作者信息

  • 1. 中国石油集团经济技术研究院||清华大学化学工程系
  • 2. 中国石油集团经济技术研究院
  • 折叠

摘要

Abstract

With the rapid advancement of artificial intelligence(AI)technology,the research paradigm of materials science is undergoing a profound transformation.AI has emerged as a pivotal determinant in the global competition for new materials R&D,driving active engagement from leading technology firms,emerging AI enterprises,and established materials and chemical companies in fostering deeper integration between AI and materials science.In recent years,AI technologies have played an essential role in expediting material discovery and screening,advancing the intellectualization of material synthesis processes,and facilitating material characterization.It is advisable for energy and chemical enterprises to integrate"AI+new materials"into their strategic planning and systematically explore pathways for incorporating AI technologies into the new materials industry,focus on key areas such as high-performance battery materials,hydrogen-related materials,and carbon capture materials by considering energy industry needs,accelerate the development of industry-specific datasets and computational platforms,and strengthen talent development and collaborative mechanisms at the intersection of artificial intelligence and materials science.

关键词

人工智能/新材料研发/材料科学/跨学科合作

Key words

artificial intelligence(AI)/new materials research and development/materials science/interdisciplinary collaboration

分类

管理科学

引用本文复制引用

张帆,杨艳,刘雨虹.."人工智能+新材料"领域发展现状、趋势和启示[J].国际石油经济,2025,33(9):19-25,85,8.

国际石油经济

1004-7298

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