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physics.comp-ph2026
jaxFMM: An Adaptive, GPU-Parallel Implementation of the Fast Multipole Method in JAX
Robert Kraft, Florian Bruckner, Dieter Suess +1
The paper introduces jaxFMM, an open-source, adaptive implementation of the Fast Multipole Method for the Laplace kernel built with JAX, which exploits JIT compilation and GPU para…
physics.comp-ph2024
NeuralMag: an open-source nodal finite-difference code for inverse micromagnetics
Claas Abert, Florian Bruckner, Andrey Voronov +11
We present NeuralMag, a flexible and high-performance open-source Python library for micromagnetic simulations. NeuralMag leverages modern machine learning frameworks, such as PyTo…