Data-Driven Parameter Estimation of Lumped-Element Models via Automatic Differentiation

Lumped-element models (LEMs) provide a compact characterization of numerous real-world physical systems, including electrical, acoustic, and mechanical systems. However, even when the target topology is known, deriving model parameters that approximate a possibly distributed system often requires ed...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Alessandro Ilic Mezza, Riccardo Giampiccolo, Alberto Bernardini
Format:	Article
Language:	English
Published:	IEEE 2023-01-01
Subjects:	Automatic differentiation backpropagation lumped-element models parameter estimation
Online Access:	https://ieeexplore.ieee.org/document/10345575/