MagNet: An Open-Source Database for Data-Driven Magnetic Core Loss Modeling

Author:

Li Haoran1,Serrano Diego1,Guillod Thomas2,Dogariu Evan1,Nadler Andrew2,Wang Shukai1,Luo Min3,Bansal Vineet1,Chen Yuxin1,Sullivan Charles R.2,Chen Minjie1

Affiliation:

1. Princeton University,Princeton,NJ,United States

2. Dartmouth College,Hanover,NH,United States

3. Plexim GmbH,Zurich,Switzerland

Funder

Princeton University

Publisher

IEEE

Reference33 articles.

1. Learning Precise Timing with LSTM Recurrent Networks;gers;Journal of Machine Learning Research,2002

2. Constructing long short-term memory based deep recurrent neural networks for large vocabulary speech recognition

3. Transfer Learning Methods for Data-Driven Magnetic Core Loss Modeling;dogariu;IEEE Work-shop on Control and Modeling for Power Electronics (COMPEL),2021

4. Optuna

5. On the Law of Hysteresis;steinmetz;Proceedings of the IEEE,0

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