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MGIC: Multigrid-in-Channels Neural Network Architectures

SIAM Journal on Scientific Computing (SIAM J. Sci. Comput.), 2020

17 November 2020

Papers citing "MGIC: Multigrid-in-Channels Neural Network Architectures"

7 / 7 papers shown

Zero-Trust Mobility-Aware Authentication Framework for Secure Vehicular Fog Computing Networks

Taimoor Ahmad

173

21 May 2025

Poly-MgNet: Polynomial Building Blocks in Multigrid-Inspired ResNetsInternational Conference on Pattern Recognition Applications and Methods (ICPRAM), 2025

Antonia van Betteray

Matthias Rottmann

Karsten Kahl

447

13 Mar 2025

A Neural-preconditioned Poisson Solver for Mixed Dirichlet and Neumann Boundary ConditionsInternational Conference on Machine Learning (ICML), 2023

554

29 Sep 2023

Gauge-equivariant pooling layers for preconditioners in lattice QCD

C. Lehner

T. Wettig

AI4CE

222

20 Apr 2023

Gauge-equivariant neural networks as preconditioners in lattice QCD

C. Lehner

T. Wettig

AI4CE

306

10 Feb 2023

MGiaD: Multigrid in all dimensions. Efficiency and robustness by coarsening in resolution and channel dimensions

Antonia van Betteray

Matthias Rottmann

Karsten Kahl

234

10 Nov 2022

LeanConvNets: Low-cost Yet Effective Convolutional Neural NetworksIEEE Journal on Selected Topics in Signal Processing (JSTSP), 2019

405

29 Oct 2019