MagNetX: Data-Driven Time-Domain Foundation Models for Power Magnetics in Transient

IEEE Transactions on Power Electronics 2026 Open access

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Authors: Shukai Wang, Hyukjae Kwon, Haoran Li, Thomas Guillod, Hans Wouters, Charles R. Sullivan, Minjie Chen
DOI: 10.1109/tpel.2026.3685464
Cited by: 1
References: 73

Abstract

sponsorship: This work was supported in part by the National Science Foundation under Grant #2344664, in part by ITG Electronics, TSMC, and pSemi, and in part by the IEEE Power Electronics Society as the organizing committee of the IEEE PELS International Challenge on Design Methodologies. (National Science Foundation|2344664, ITG Electronics, TSMC, and pSemi, IEEE Power Electronics Society as the organizing committee of the IEEE PELS International Challenge on Design Methodologies|2344664)

Fields of Study & Subjects

Magnetic Properties and Applications Electric Motor Design and Analysis Model Reduction and Neural Networks

Publication details

Journal / source
IEEE Transactions on Power Electronics
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Volume
41
Issue
11
Pages
19455–19474
Publication date
20 April 2026
Language
EN