Direct Inverse Modeling for Electromagnetic Components Using Gaussian Kernel Regression
Author:
Affiliation:
1. Kilby Labs, Texas Instruments Japan Ltd., Tokyo, Japan
2. Graduate School of Information of Technology, Hokkaido University, Sapporo, Hokkaido, Japan
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering,Electronic, Optical and Magnetic Materials
Link
http://xplorestaging.ieee.org/ielx7/20/9762634/09714401.pdf?arnumber=9714401
Reference20 articles.
1. Topology Optimization Accelerated by Deep Learning
2. Multi-Objective Topology Optimization of Rotating Machines Using Deep Learning
3. Transfer Learning Through Deep Learning: Application to Topology Optimization of Electric Motor
4. Muiltiobjective Optimization Using Nondominated Sorting in Genetic Algorithms
5. SPEA2: Improving the strength Pareto evolutionary algorithm for multiobjective optimization;zirttler;Proc EUROGEN Conf,2002
Cited by 6 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. Fast Analysis and Design for 3D-Structured Magnetic Components Using Surrogate Model from Transfer Learning;2024 IEEE 21st Biennial Conference on Electromagnetic Field Computation (CEFC);2024-06-02
2. Multi-objective optimization and uncertainty quantification for inductors based on neural network;COMPEL - The international journal for computation and mathematics in electrical and electronic engineering;2024-04-30
3. Bibliography;Topology Optimization and AI-based Design of Power Electronic and Electrical Devices;2024
4. Optimal design based on machine learning;Topology Optimization and AI-based Design of Power Electronic and Electrical Devices;2024
5. Review: Trends in AI Applications and Future Prospects;The Journal of The Institute of Electrical Engineers of Japan;2023-10-01
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