Articles with "frequency devices" as a keyword



Physics-Informed Machine Learning for the Efficient Modeling of High-Frequency Devices

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Published in 2025 at "IEEE Journal on Multiscale and Multiphysics Computational Techniques"

DOI: 10.1109/jmmct.2024.3502062

Abstract: In this paper, we present a machine learning technique based on analytic extension of eigenvalues and neural networks for the efficient modeling of high-frequency devices. In the proposed method, neural networks are used to learn… read more here.

Keywords: efficient modeling; machine learning; modeling high; frequency devices ... See more keywords