Expressing general constitutive models in FEniCSx using external operators and automatic differentiation

LATYSHEV, Andrey; Bleyer, Jérémy; HALE, Jack; Maurini, Corrado

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Expressing general constitutive models in FEniCSx using external operators and automatic differentiation

LATYSHEV, Andrey; Bleyer, Jérémy; HALE, Jack et al.

2024 • DPCSS PhD day

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https://hdl.handle.net/10993/62214

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Keywords :

constitutive models; external operator; DOLFINx; automated finite element solvers; automatic differentiation; FEniCSx; JAX; Numba

Disciplines :

Engineering, computing & technology: Multidisciplinary, general & others

Author, co-author :

LATYSHEV, Andrey ; University of Luxembourg > Faculty of Science, Technology and Medicine (FSTM) > Department of Engineering (DoE)

Bleyer, Jérémy; ENPC - École des Ponts ParisTech [FR] > Laboratoire Navier ; Université Gustave Eiffel ; CNRS - Centre National de la Recherche Scientifique [FR] > UMR 8205

HALE, Jack ; University of Luxembourg > Faculty of Science, Technology and Medicine (FSTM) > Department of Engineering (DoE)

Maurini, Corrado; Sorbonne Université [FR] > Institut Jean Le Rond d'Alembert ; CNRS - Centre National de la Recherche Scientifique [FR] > UMR 7190

External co-authors :

yes

Language :

English

Title :

Expressing general constitutive models in FEniCSx using external operators and automatic differentiation

Publication date :

06 June 2024

Event name :

DPCSS PhD day

Event organizer :

University of Luxembourg

Event place :

Belval, Luxembourg

Event date :

6 June 2024

By request :

Yes

Audience :

International

Focus Area :

Computational Sciences

Additional URL :

https://a-latyshev.github.io/dolfinx-external-operator/
https://github.com/a-latyshev/dolfinx-external-operator

FnR Project :

FNR16747448 - Mathematical Tools For Complex Data Structures, 2022 (01/09/2022-...) - Giovanni Peccati

Name of the research project :

U-AGR-7146 - PRIDE21/16747448/MATHCODA - part UL - PECCATI Giovanni

Commentary :

Repository: https://github.com/a-latyshev/dolfinx-external-operator; Documentation: https://a-latyshev.github.io/dolfinx-external-operator/

Available on ORBilu :

since 14 October 2024

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