Frédéric Magoules

Laboratoire

MICS

Site WEB

Publications (308)

Article dans une revue 09/10/2025

Efficient Exploration of High-Dimensional Configuration Spaces for the Generation of Chemical Datasets

Abdul-Rahman Allouche , Emmanuel Dartois , Daniel Peláez , Frédéric Magoules

Communication dans un congrès 27/08/2025

Enhancing Information Flow in Graph Neural Networks for Scientific Machine Learning

M. Chenaud , J. Alves , Frédéric Magoules

Communication dans un congrès 27/08/2025

GPU Parallelization for Analytical Hierarchical Tucker Representation Using Binary Trees

Z. Qiu , D. Pelaez , Frédéric Magoules

Communication dans un congrès 27/08/2025

An Enhanced Spectral Method for Mesh Partitioning Based on Matching Edges

T. Fouque , C.-H. Lai , E. George , Frédéric Magoules

Article dans une revue 01/05/2025

Single-entry computation of analytical hierarchical (binary) tree structures

Z. Qiu , D. Pelaez , Frédéric Magoules

Article dans une revue 30/04/2025

Frequency range non-Lipschitz parametric optimization of a noise absorption

Mathieu Menoux , Frédéric Magoules , Anna Rozanova-Pierrat

Article dans une revue 01/12/2024

Expansion of a hole in a thin plate considering arbitrary smooth pressure-independent yield criterion and work-hardening law

Sergei Alexandrov , Marina Rynkovskaya , Yong Li , Frédéric Magoules

Article dans une revue 01/10/2024

Asynchronous global–local non-invasive coupling for nonlinear monotone patches: Application to plasticity problems

Ahmed El Kerim , Pierre Gosselet , Frédéric Magoules

Article dans une revue 21/08/2024

Physics-Informed Graph-Mesh Networks for PDEs: A hybrid approach for complex problems

M. Chenaud , J. Alves , Frédéric Magoules

Article dans une revue 01/01/2024

Accurate implementation of two-level asynchronous domain decomposition solvers

G. Gbikpi-Benissan , Frédéric Magoules

Communication dans un congrès 05/09/2023

Hybrid approach for simulating finite element methods using Graph Neural Networks for metal forging process

Shwetha Nagraj Salimath , Jose Alves , Francesca Bugiotti , Frédéric Magoules

Communication dans un congrès 01/09/2023

Accurate Coarse Residual for Two-Level Asynchronous Domain Decomposition Methods

G. Gbikpi-Benissan , Frédéric Magoules

Communication dans un congrès 31/08/2023

Physics-Informed Graph Convolutional Networks: Towards a generalized framework for complex geometries

M. Chenaud , J. Alves , Frédéric Magoules

Communication dans un congrès 28/08/2023

Enhancing the Global/Local Coupling Method: An Asynchronous Parallel Framework

Ahmed El Kerim , Pierre Gosselet , Frédéric Magoules

Article dans une revue 01/06/2023

Asynchronous multisplitting-based primal Schur method

G. Gbikpi-Benissan , Frédéric Magoules

Article dans une revue 01/03/2023

Asynchronous global-local non-invasive coupling for linear elliptic problems

Ahmed El Kerim , Pierre Gosselet , Frédéric Magoules

Article dans une revue 01/01/2023

Robust superlinear Krylov convergence for complex noncoercive compact-equivalent operator preconditioners

Owe Axelsson , János Karátson , Frédéric Magoules

Communication dans un congrès 01/01/2023

Analytical Hierarchical Tucker Representation using Binary Trees

Z. Qiu , D. Pelaez , Frédéric Magoules

N° spécial de revue 01/01/2023

Deep Learning in Medical Image Process

Che-Lun Hung , Chun-Yuan Lin , Frédéric Magoules

Proceedings 01/01/2023

Proceedings of the Seventh International Conference on Parallel, Distributed, GPU and Cloud Computing for Engineering. PARENG

Peter Ivànyi , Barry Topping , Frédéric Magoules

Communication dans un congrès 01/01/2023

Avoiding Communication in Two-Sided Krylov Subspace Methods

H. Liu , Q. Zou , Frédéric Magoules

Article dans une revue 01/12/2022

Resilient asynchronous primal Schur method

Guillaume Gbikpi-Benissan , Frédéric Magoules

Article dans une revue 01/12/2022

Scalable asynchronous domain decomposition solvers for non-homogeneous elastic structures

Guillaume Gbikpi-Benissan , Marina Rynkovskaya , Frédéric Magoules

Communication dans un congrès 14/10/2022

Point-Cloud-based Deep Learning Models for Finite Element Analysis

Meduri Venkata Shivaditya , Francesca Bugiotti , Frédéric Magoules

Communication dans un congrès 14/10/2022

Graph Neural Network-based Surrogate Models for Finite Element Analysis

Meduri Venkata Shivaditya , Jose Alves , Francesca Bugiotti , Frédéric Magoules

Communication dans un congrès 14/10/2022

Multilayer Perceptron-based Surrogate Models for Finite Element Analysis

Lawson Oliveira Lima , Julien Rosenberger , Esteban Antier , Frédéric Magoules

Communication dans un congrès 14/10/2022

A Comparison Study of Graph Neural Network and Support Vector Machine

Siying Lin , Jose Alves , Francesca Bugiotti , Frédéric Magoules

Communication dans un congrès 29/08/2022

Couplage global/local non-intrusif et calcul asynchrone

Pierre Gosselet , Ahmed El Kerim , Frédéric Magoules

Article dans une revue 04/08/2022

Delayed gradient methods for symmetric and positive definite linear systems

Qinmeng Zou , Frédéric Magoules

Communication dans un congrès 01/07/2022

Asynchronous scalable version of the global-local non-invasive coupling

Ahmed El Kerim , Pierre Gosselet , Frédéric Magoules