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20232026
most citedAccelerating the convergence of Newton's method for nonlinear elliptic PDEs using Fourier neural operators

11 citations · 28 across the 12 of their papers we have counts for

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physics.comp-ph2026

A neural delta- particle-in-cell method: evolving the background with learned backward flows

Victor Fournet, Martin Campos Pinto, Emmanuel Franck +1

We present a novel δf particle-in-cell (PIC) method for the kinetic simulation of electrostatic plasmas in which the bulk density, acting as a control variate, is evolved using sym…