Acceleration of Multi-Scale Finite-Element Superconducting Magnet Simulations with Neural Network Surrogate Models

Denis, Louis; Dular, Julien; Nuttens, Vincent; Wozniak, Mariusz; Vanderheyden, Benoît; Geuzaine, Christophe

Unpublished conference/Abstract (Scientific congresses and symposiums)

Denis, Louis; Dular, Julien; Nuttens, Vincent et al.

2025 • 9th International Conference on Advanced COmputational Methods in ENgineering and Applied Mathematics (ACOMEN2025)

Peer reviewed

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https://hdl.handle.net/2268/336929

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Disciplines :

Electrical & electronics engineering

Author, co-author :

Denis, Louis ; Université de Liège - ULiège > Montefiore Institute of Electrical Engineering and Computer Science

Dular, Julien; CERN

Nuttens, Vincent; Ion Beam Applications

Wozniak, Mariusz; CERN

Vanderheyden, Benoît ; Université de Liège - ULiège > Département d'électricité, électronique et informatique (Institut Montefiore) > Electronique et microsystèmes

Geuzaine, Christophe ; Université de Liège - ULiège > Département d'électricité, électronique et informatique (Institut Montefiore) > Applied and Computational Electromagnetics (ACE)

Language :

English

Title :

Acceleration of Multi-Scale Finite-Element Superconducting Magnet Simulations with Neural Network Surrogate Models

Publication date :

18 September 2025

Event name :

9th International Conference on Advanced COmputational Methods in ENgineering and Applied Mathematics (ACOMEN2025)

Event place :

Gand, Belgium

Event date :

15/09/2025 - 18/09/2025

Audience :

International

Peer review/Selection committee :

Peer reviewed

Tags :

CÉCI : Consortium des Équipements de Calcul Intensif

Funders :

F.R.S.-FNRS - Fonds de la Recherche Scientifique

Available on ORBi :

since 20 October 2025

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