MagMatLLM discovers twelve new candidate magnetic insulators, ten of which are dynamically stable with finite band gaps and nonzero magnetic moments per DFT calculations.
G.et al.All topological bands of all nonmagnetic stoichiometric materials.Science376, eabg9094 (2022)
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Generative Discovery of Magnetic Insulators under Competing Physical Constraints
MagMatLLM discovers twelve new candidate magnetic insulators, ten of which are dynamically stable with finite band gaps and nonzero magnetic moments per DFT calculations.