[O4-5] Passive Components and Materials Advanced Modeling | IPEC2026

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Session Details

Regular SessionSemiconductor Power Conversion : New generation Power device, Passive components and materials

[O4-5]Passive Components and Materials Advanced Modeling

Tue. Jun 2, 2026 10:45 AM - 12:05 PM JST
Tue. Jun 2, 2026 1:45 AM - 3:05 AM UTC

Room 103(1F)

Chair:Yuhao Zhang(The University of Hong Kong), Jun Imaoka(Nagoya University)

10:45 AM - 11:05 AM JST(1:45 AM - 2:05 AM UTC)

[O4-5-01]Supervised Machine Learning for Magnetic Core Loss Modeling with Symbolic Regression

*Wonju Lee¹, Haoran Li¹, Minjie Chen¹ (1. Princeton University (USA))

11:05 AM - 11:25 AM JST(2:05 AM - 2:25 AM UTC)

[O4-5-02]AI for Magnetics: Extracting Physical Parameters of Power Magnetics from Pre-trained Neural Networks

*Davit Grigoryan¹, Han Cui², Minjie Chen¹ (1. Princeton University (USA), 2. University of Tennessee Knoxville (USA))

11:25 AM - 11:45 AM JST(2:25 AM - 2:45 AM UTC)

[O4-5-03]MagLearn 2: A Short-Window Seq2Seq Framework for Transient Modelling of Power Magnetics under PWM Excitations

Binyu Cui¹, *Jingrong Yang¹, Yuming Huo¹, Lizhong Zhang¹, Alfonso Martinez², Song Liu¹, Jun Wang¹ (1. Univ. of Bristol (UK), 2. Wurth Elektronik (Germany))

11:45 AM - 12:05 PM JST(2:45 AM - 3:05 AM UTC)

[O4-5-04]Duty-Dependent Steinmetz Parameter Fitting for Improved Core Loss Modeling under DC Bias

Yu-Chen Liu¹, *Ya-Chih Hsiao¹, Yun-Shan Hsieh¹ (1. National Taipei University of Technology (Taiwan))

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