POD-Enhanced Deep Learning-Based Reduced Order Models for the Real-Time Simulation of Cardiac Electrophysiology in the Left Atrium

The numerical simulation of multiple scenarios easily becomes computationally prohibitive for cardiac electrophysiology (EP) problems if relying on usual high-fidelity, full order models (FOMs). Likewise, the use of traditional reduced order models (ROMs) for parametrized PDEs to speed up the soluti...

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Detalles Bibliográficos
Autores principales: Fresca, Stefania, Manzoni, Andrea, Dedè, Luca, Quarteroni, Alfio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Physiology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8493298/
https://www.ncbi.nlm.nih.gov/pubmed/34630131
http://dx.doi.org/10.3389/fphys.2021.679076

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