现代应用物理2025，Vol.16Issue(1)：86-95,10.DOI:10.12061/j.issn.2095-6223.202412035
人工智能在高能物理领域的应用:探索未知的利器
Application of Artificial Intelligence in High-Energy Physics:A Powerful Tool for Exploring the Unknown
摘要
Abstract
High-energy physics is a discipline that explores the elementary particles composing the world and their interactions.Research in high-energy physics relies on large-scale research infrastructures.With the tremendous increases in the scale and complexity of the new generation of high-energy physics experimental devices,the amount of data generated by the experiments has increased by orders of magnitude.Artificial intelligence(AI)has taken on high level scientific research tasks,improving the efficiency and accuracy of scientific research and accelerating the process of scientific discovery in the field of high-energy physics research.It has become a powerful tool in high-energy physics research.This paper discusses the specific applications of AI technology in various experimental stages,such as data acquisition,simulation,reconstruction,and analysis of typical high-energy physics data,and also looks forward to the potential of large models in assisting future research in the field of high-energy physics,leading a new round of technological revolution.关键词
高能物理/人工智能/重大科技基础设施/大数据/大模型Key words
high-energy physics/artificial intelligence/research infrastructures/big data/big model分类
计算机与自动化引用本文复制引用
赵静宜..人工智能在高能物理领域的应用:探索未知的利器[J].现代应用物理,2025,16(1):86-95,10.基金项目
中国科学院横向课题资助项目(E490FCHD10) （E490FCHD10）
