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Gerhard Neumann

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Preprint Jul 2026

ATLAS: A Foundation Neural Sampler for Amorphous Materials

LATAS, an efficient sampler that learns a diffusion process to generate Boltzmann-distributed amorphous structures directly from a target energy function, is introduced, establishing ATLAS as a foundation model for sampling, steering and designing amorphous materials.

Mouyang Cheng, Denis Blessing, Botao Yu et al. · 1 citation