Neural Network Architectures and Magnetic Hysteresis: Overview and Comparisons

Neural Network Architectures and Magnetic Hysteresis: Overview and Comparisons

The development of innovative materials, based on the modern technologies and processes, is the key factor to improve the energetic sustainability and reduce the environmental impact of electrical equipment. In particular, the modeling of magnetic hysteresis is crucial for the design and constructio...

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Bibliographic Details
Main Authors: Silvia Licciardi, Guido Ala, Elisa Francomano, Fabio Viola, Michele Lo Giudice, Alessandro Salvini, Fausto Sargeni, Vittorio Bertolini, Andrea Di Schino, Antonio Faba
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Mathematics
Subjects:
deep learning
LSTM architectures
hybrid neural networks architectures
magnetic hysteresis
Preisach model
numerical methods
Online Access:https://www.mdpi.com/2227-7390/12/21/3363
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