现代应用物理2025，Vol.16Issue(1)：1-25,25.DOI:10.12061/j.issn.2095-6223.202412045
智能计算电磁学及其超材料智能设计应用
Intelligent Computational Electromagnetics and Its Applications in Intelligent Design of Metamaterials
摘要
Abstract
Computational electromagnetics(CEM)is an interdisciplinary field that integrates electromagnetism,mathematics,and computer science.It is dedicated to exploring the interaction between electromagnetic waves and materials in digital space,helping people better understand the laws governing the behavior of electromagnetic waves.It has extensive and significant applications in various fields such as antenna design,microwave engineering,radar systems,and electromagnetic compatibility.However,with the diversification of electromagnetic target structures and the complexity of electromagnetic design processes,traditional CEM faces numerous challenges,including insufficient computational speed,accuracy,and capability.In recent years,the rise of artificial intelligence in scientific computing has introduced a new paradigm for scientific research,promoting the rapid development and practical application of intelligent computational electromagnetics.This paper first introduces the basic concepts of intelligent computational electromagnetics in details and focus on discussing three intelligent electromagnetic computation paradigms:forward computation,inverse computation,and forward-inverse bidirectional computation.Subsequently,the intelligent design optimization of metamaterials is used as an example to demonstrate the unique advantages of intelligent computational electromagnetics in solving optimization problems of electromagnetic devices.The development of intelligent computational electromagnetics not only complements traditional CEM well but also helps people develop more efficient,intelligent,and powerful electromagnetic computation capabilities.It provides a powerful design tool and an intelligent analysis platform for the development of next-generation advanced electromagnetic devices and systems.关键词
计算电磁学/人工智能/智能计算/电磁优化/电磁超材料Key words
computational electromagnetics/artificial intelligence/intelligent computation/electromagnetic optimization/metamaterials分类
数理科学引用本文复制引用
游检卫,张嘉男,刘彻,毛艺潜,崔铁军..智能计算电磁学及其超材料智能设计应用[J].现代应用物理,2025,16(1):1-25,25.基金项目
国家重点研发计划(2023YFB3813100) （2023YFB3813100）
国家自然科学基金资助项目(62101124,62401132,62288101) （62101124,62401132,62288101）
