Affine transformations accelerate the training of physics-informed neural networks of a one-dimensional consolidation problem.

Mandl, Luis; Mielke, André; Seyedpour, Seyed Morteza; Ricken, Tim

Mandl, Luis; Mielke, André; Seyedpour, Seyed Morteza; Ricken, Tim.

Afiliação

Mandl L; Institute of Structural Mechanics and Dynamics in Aerospace Engineering, Faculty of Aerospace Engineering and Geodesy, University of Stuttgart, Pfaffenwaldring 27, 70569, Stuttgart, Germany.
Mielke A; Institute of Structural Mechanics and Dynamics in Aerospace Engineering, Faculty of Aerospace Engineering and Geodesy, University of Stuttgart, Pfaffenwaldring 27, 70569, Stuttgart, Germany.
Seyedpour SM; Institute of Structural Mechanics and Dynamics in Aerospace Engineering, Faculty of Aerospace Engineering and Geodesy, University of Stuttgart, Pfaffenwaldring 27, 70569, Stuttgart, Germany.
Ricken T; Biomechanics Lab, Institute of Structural Mechanics and Dynamics in Aerospace Engineering, Faculty of Aerospace Engineering and Geodesy, University of Stuttgart, Pfaffenwaldring 27, 70569, Stuttgart, Germany.

Sci Rep ; 13(1): 15566, 2023 Sep 20.

Article em En | MEDLINE | ID: mdl-37730743

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Idioma: En Ano de publicação: 2023 Tipo de documento: Article