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20202025
most citedAccelerating the convergence of Newton's method for nonlinear elliptic PDEs using Fourier neural operators

11 citations · 13 across the 5 of their papers we have counts for

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math.NA2025

Reduced Particle in Cell method for the Vlasov-Poisson system using auto-encoder and Hamiltonian neural

Emmanuel Franck, Laurent Navoret, Vincent Vigon +2

Hamiltonian particle-based simulations of plasma dynamics are inherently computationally intensive, primarily due to the large number of particles required to obtain accurate solut…