2 papers
cond-mat.mtrl-sci2026
General-purpose LLMs as Constrained Crystal Composition Generators
Hedda Oschinski, Maximilian L. Ach, Konstantin S. Jakob +2
The targeted discovery of inorganic materials remains challenging due to the vastness of compositional design spaces and the high cost of exhaustive screening. Task-specific genera…
physics.chem-ph2025
A foundation model for atomistic materials chemistry
Ilyes Batatia, Philipp Benner, Yuan Chiang +85
Atomistic simulations of matter, especially those that leverage first-principles (ab initio) electronic structure theory, provide a microscopic view of the world, underpinning much…