AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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The automated generation of three-dimensional atomic structures from natural-language descriptions remains a persistent challenge, as large language models lack intrinsic geometric reasoning. We introduce ATLAS, a holistic framework that integrates seven modular components-ranging from a density-based structure analyze...
A NEP-style descriptor-radial Chebyshev moments plus contracted spherical-harmonic (S-vector) invariants-is computed per type block, and the model classifies each atom into one of 271 AFLOW crystal structure prototypes or the amorphous class.
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