Vincent Vigon

According to our database1, Vincent Vigon authored at least 9 papers between 2019 and 2026.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Bibliography

2026
φ-FEM-FNO: A new approach to train a Neural Operator as a fast PDE solver for variable geometries.
Commun. Nonlinear Sci. Numer. Simul., 2026

2025
φ -FD: A Well-conditioned Finite Difference Method Inspired by φ -FEM for General Geometries on Elliptic PDEs.
J. Sci. Comput., July, 2025

Reduced Particle in Cell method for the Vlasov-Poisson system using auto-encoder and Hamiltonian neural.
CoRR, June, 2025

Phi-FEM-FNO: a new approach to train a Neural Operator as a fast PDE solver for variable geometries.
CoRR, February, 2025

Accelerating the convergence of Newton's method for nonlinear elliptic PDEs using Fourier neural operators.
Commun. Nonlinear Sci. Numer. Simul., 2025

2024
An Optimal Control Deep Learning Method to Design Artificial Viscosities for Discontinuous Galerkin Schemes.
J. Sci. Comput., December, 2024

2023
Hamiltonian reduction using a convolutional auto-encoder coupled to an Hamiltonian neural network.
CoRR, 2023

2020
A neural network closure for the Euler-Poisson system based on kinetic simulations.
CoRR, 2020

2019
Cerebrovascular Network Segmentation of MRA Images With Deep Learning.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019


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