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2020 – today
- 2025
[j2]Joubine Aghili, Emmanuel Franck, Romain Hild, Victor Michel-Dansac
, Vincent Vigon:
Accelerating the convergence of Newton's method for nonlinear elliptic PDEs using Fourier neural operators. Commun. Nonlinear Sci. Numer. Simul. 140: 108434 (2025)- 2024
- [j1]Léo Bois, Emmanuel Franck, Laurent Navoret, Vincent Vigon:
An Optimal Control Deep Learning Method to Design Artificial Viscosities for Discontinuous Galerkin Schemes. J. Sci. Comput. 101(3): 70 (2024) - [i6]Joubine Aghili, Emmanuel Franck, Romain Hild, Victor Michel-Dansac, Vincent Vigon:
Accelerating the convergence of Newton's method for nonlinear elliptic PDEs using Fourier neural operators. CoRR abs/2403.03021 (2024) - [i5]Michel Duprez, Vanessa Lleras, Alexei Lozinski, Vincent Vigon, Killian Vuillemot:
φ-FD : A well-conditioned finite difference method inspired by φ-FEM for general geometries on elliptic PDEs. CoRR abs/2410.08042 (2024) - 2023
- [i4]Léo Bois, Emmanuel Franck, Laurent Navoret, Vincent Vigon:
An optimal control deep learning method to design artificial viscosities for Discontinuous Galerkin schemes. CoRR abs/2309.11795 (2023) - [i3]Raphaël Côte, Emmanuel Franck, Laurent Navoret, Guillaume Steimer, Vincent Vigon:
Hamiltonian reduction using a convolutional auto-encoder coupled to an Hamiltonian neural network. CoRR abs/2311.06104 (2023) - 2020
- [i2]Léo Bois, Emmanuel Franck, Laurent Navoret, Vincent Vigon:
A neural network closure for the Euler-Poisson system based on kinetic simulations. CoRR abs/2011.06242 (2020)
2010 – 2019
- 2019
- [c1]Pedro Sanches, Cyril Meyer, Vincent Vigon, Benoît Naegel:
Cerebrovascular Network Segmentation of MRA Images With Deep Learning. ISBI 2019: 768-771 - 2018
- [i1]Pedro Sanches, Cyril Meyer, Vincent Vigon, Benoît Naegel:
Cerebrovascular Network Segmentation on MRA Images with Deep Learning. CoRR abs/1812.01752 (2018)
Coauthor Index
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