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MagNet Challenge for Data-Driven Power Magnetics Modeling

This article summarizes the main results and contributions of the MagNet Challenge 2023, an open-source research initiative for data-driven modeling of power magnetic materials. The MagNet Challenge has (1) advanced the state-of-the-art in power magnetics modeling; (2) set up examples for fostering...

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Principais autores: Minjie Chen, Haoran Li, Shukai Wang, Thomas Guillod, Diego Serrano, Nikolas Forster, Wilhelm Kirchgassner, Till Piepenbrock, Oliver Schweins, Oliver Wallscheid, Qiujie Huang, Yang Li, Yu Dou, Bo Li, Sinan Li, Emmanuel Havugimana, Vivek Thomas Chacko, Sritharini Radhakrishnan, Mike Ranjram, Bailey Sauter, Skye Reese, Shivangi Sinha, Lizhong Zhang, Tom McKeague, Binyu Cui, Navid Rasekh, Jun Wang, Song Liu, Alfonso Martinez, Xinyu Liu, Chaoying Mei, Rui Zhao, Gaoyuan Wu, Hao Wu, Rui Zhang, Hao Song, Lie Zhang, Yibo Lu, Lijun Hang, Neha Rajput, Himanshu Bhusan Sandhibigraha, Neeraj Agrawal, Vishnu Mahadeva Iyer, Xiaobing Shen, Fanghao Tian, Qingcheng Sui, Jiaze Kong, Wilmar Martinez, Asier Arruti, Borja Alberdi, Anartz Agote, Iosu Aizpuru, Minmin Zhang, Xia Chen, Yuchen Dong, Duo Wang, Tianming Shen, Yan Zhou, Yaohua Li, Sicheng Wang, Yue Wu, Yongbin Jiang, Ziheng Xiao, Yi Tang, Yun-Shan Hsieh, Jian-De Li, Li-Chen Yu, Tzu-Chieh Hsu, Yu-Chen Liu, Chin-Hsien Hsia, Chen Chen, Alessio Giuffrida, Nicolo Lombardo, Fabio Marmello, Simone Morra, Marco Pasquale, Luigi Solimene, Carlo Stefano Ragusa, Jacob Reynvaan, Martin Stoiber, Chengbo Li, Wei Qin, Xiang Ma, Boyu Zhang, Zheng Wang, Ming Cheng, Wei Xu, Jiyao Wang, Youkang Hu, Jing Xu, Zhongqi Shi, Dixant Bikal Sapkota, Puskar Neupane, Mecon Joshi, Shahabuddin Khan, Bowen Su, Yunhao Xiao, Min Yang, Kai Sun, Zhengzhao Li, Reza Mirzadarani, Ruijun Liu, Lu Wang, Tianming Luo, Dingsihao Lyu, Mohamad Ghaffarian Niasar, Zian Qin, Syed Irfan Ali Meerza, Kody Froehle, Han Cui, Daniel Costinett, Jian Liu, Zhanlei Liu, Cao Zhan, Yongliang Dang, Yukun Zhang, Na Wang, Yiting Chen, Yiming Zhang, Chushan Li, Yinan Yao, Tianxiang Hu, Lumeng Xu, Yiyi Wang, Sichen Wang, Shuai Jiang, David Shumacher, Dragan Maksimovic, Ron S. Y. Hui, Johann W. Kolar, David J. Perreault, Charles R. Sullivan
Formato: Artigo
Idioma:Inglês
Publicado em: IEEE 2025-01-01
coleção:IEEE Open Journal of Power Electronics
Assuntos:
Artificial intelligence
data-driven methods
machine learning
open-source
power magnetics
power ferrites
Acesso em linha:https://ieeexplore.ieee.org/document/10699398/
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