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#machine learning Preprint Dec 2025

Boltzmann generators for amorphous particle systems

This work develops Boltzmann Generators tailored to amorphous materials by building the required equivariances directly into Riemannian stochastic interpolants and incorporates periodic boundary conditions and particle symmetries using equivariant graph neural networks.

Louis Grenioux, Leonardo Galliano, Ludovic Berthier et al. · 5 citations

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