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eess.SY2026
Structure- and Stability-Preserving Learning of Port-Hamiltonian Systems
Binh Nguyen, Nam T. Nguyen, Truong X. Nghiem
This paper investigates the problem of data-driven modeling of port-Hamiltonian systems while preserving their intrinsic Hamiltonian structure and stability properties. We propose…
eess.SY2025★ 3 cited
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…