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Physics-informed neural networks as alternative to finite element solvers

Year: 2025

Type: conference-paper

Abstract: International audience

Source: HAL (Le Centre pour la Communication Scientifique Directe)

Authors: Nguyen, Duc Vinh, Jebahi, Mohamed, Chinesta, Francisco

Institutions: Laboratoire d'Étude des Microstructures et de Mécanique des Matériaux, Université de Lorraine, Laboratoire Procédés et Ingénierie en Mécanique et Matériaux

Language: English

Topic: Model Reduction and Neural Networks

Subfield: Statistical and Nonlinear Physics

Field: Physics and Astronomy

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W4416270269

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