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Reduced Order Modeling of Nonlinear Vibrating Multiphysics Microstructures with Deep Learning-Based Approaches

Micro-electro-mechanical-systems are complex structures, often involving nonlinearites of geometric and multiphysics nature, that are used as sensors and actuators in countless applications. Starting from full-order representations, we apply deep learning techniques to generate accurate, efficient,...

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Detalles Bibliográficos
Autores principales: Gobat, Giorgio, Fresca, Stefania, Manzoni, Andrea, Frangi, Attilio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10051645/
https://www.ncbi.nlm.nih.gov/pubmed/36991715
http://dx.doi.org/10.3390/s23063001