Physics Informed Neural Networks for Electromagnetic Analysis
Author:
Affiliation:
1. Department of Electrical and Computer Engineering, Computational Electromagnetics Laboratory, McGill University, Montreal, Canada
Funder
Natural Sciences and Engineering Research Council of Canada
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering,Electronic, Optical and Magnetic Materials
Link
http://xplorestaging.ieee.org/ielx7/20/9868170/09740189.pdf?arnumber=9740189
Reference12 articles.
1. Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations
2. The Old and the New: Can Physics-Informed Deep-Learning Replace Traditional Linear Solvers?
3. Deep Learning and Reduced Models for Fast Optimization in Electromagnetics
4. Understanding and Mitigating Gradient Flow Pathologies in Physics-Informed Neural Networks
Cited by 42 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Magnetic Field Analysis of Reactor Based on TL-PIDL and Time Domain PIDL;IEEE Transactions on Applied Superconductivity;2024-11
2. Inverse design of a novel multiport power divider based on hybrid neural network;Concurrency and Computation: Practice and Experience;2024-09-11
3. Physics-informed boundary integral networks (PIBI-Nets): A data-driven approach for solving partial differential equations;Journal of Computational Science;2024-09
4. JefiAtten: an attention-based neural network model for solving Maxwell’s equations with charge and current sources;Machine Learning: Science and Technology;2024-08-23
5. Electromagnetic-Informed Generative Models for Passive RF Sensing and Perception of Body Motions;IEEE Open Journal of Antennas and Propagation;2024-08
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3