智能电磁计算的若干进展  

Recent Progress in Intelligent Electromagnetic Computing

作　　者：刘彻 杨恺乔 鲍江涵 俞文明 游检卫[1,2] 李廉林 崔铁军[1,2] LIU Che;YANG Kaiqiao;BAO Jianghan;YU Wenming;YOU Jianwei;LI Lianlin;CUI Tiejun(Institute of Electromagnetic Space,Southeast University,Nanjing 211189,China;State Key Laboratory of Millimeter Wave,Southeast University,Nanjing 210096,China;Department of Electronics,Peking University,Beijing 100871,China)

机构地区：[1]东南大学电磁空间科学与技术研究院,南京211189 [2]东南大学毫米波全国重点实验室,南京210096 [3]北京大学电子学院,北京100871

出　　处：《雷达学报（中英文）》2023年第4期657-683,共27页Journal of Radars

基　　金：博士后创新人才支持计划(BX20220065),中央高校基本科研业务费专项资金(2242023K5002)。

摘　　要：自19世纪建立麦克斯韦方程以来,计算电磁学经历了百年的稳定发展,现已发展出有限差分法、有限元法、矩量法等数值算法和高频近似方法,是现代电子与信息领域的重要基石。近年来,人工智能技术经历了蓬勃发展,因其强大的建模和推理能力在电磁学界崭露头角,催生出智能电磁计算这一新兴研究方向,吸引了国内外众多科研工作者致力于该领域的研究,在电磁建模与仿真、电磁新材料和器件的分析与综合、探测与感知等领域涌现出很多优秀成果,为发展百余年的电磁学注入了新鲜血液。该文讨论了智能电磁计算的若干进展,为读者入门并了解该领域最新的研究成果提供有益帮助。Since the introduction of Maxwell’s equations in the 19th century,computational electromagnetics has dramatically increased development.This growth can be attributed to the evolution of numerical algorithms,such as the finite difference method,finite element method,method of moments,and high-frequency approximation methods.These numerical techniques have become a crucial foundation of modern electronic and information engineering.Artificial intelligence has recently witnessed considerable development in electromagnetics;the rapid growth within this field owes itself to its robust modeling and inferential capability.This advancement has given rise to the emerging field of intelligent electromagnetic computing,which has captured the attention of numerous researchers.Remarkable achievements include electromagnetic modeling and simulation,analysis and synthesis of new electromagnetic materials and devices,and detection and perception.These contributions have injected fresh insights into the realm of electromagnetics.This paper discusses recent advances in intelligent electromagnetic computing to highlight new perspectives and avenues in research in this emerging field.

关 键 词：智能电磁计算 计算电磁学 人工智能技术 电磁仿真 探测与感知 信息超材料 

分 类 号：TN82[电子电信—信息与通信工程]