2 papers
eess.SY2026
A Multi-Scale ResNet-augmented Fourier Neural Operator Framework for High-Frequency Sequence-to-Sequence Prediction of Magnetic Hysteresis
Ziqing Guo, Xiaobing Shen, Ruth V. Sabariego
Accurate modeling of magnetic hysteresis is essential for high-fidelity power electronics device simulations. The transient hysteresis phenomena such as the ringing effect and the…
eess.SY2025
Dynamic hysteresis model of grain-oriented ferromagnetic material using neural operators
Ziqing Guo, Binh H. Nguyen, Hamed Hamzehbahmani +1
Accurately capturing the behavior of grain-oriented (GO) ferromagnetic materials is crucial for modeling the electromagnetic devices. In this paper, neural operator models, includi…