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20192025
most citedLow-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations

5 citations · 18 across the 18 of their papers we have counts for

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math.NA2025

A Galerkin Alternating Projection Method for Kinetic Equations in the Diffusive Limit

Gianluca Ceruti, Nicolas Crouseilles, Lukas Einkemmer

The numerical approximation of high-dimensional evolution equations poses significant computational challenges, particularly in kinetic theory and radiative transfer. In this work,…

math.NA2025

A low-rank, high-order implicit-explicit integrator for three-dimensional convection-diffusion equations

Joseph Nakao, Gianluca Ceruti, Lukas Einkemmer

This paper presents a rank-adaptive implicit-explicit integrator for the tensor approximation of three-dimensional convection-diffusion equations. In particular, the recently devel…