Rosset, Louise A. M.

1. A foundation model for atomistic materials chemistry
   2023/12/29 by Ilyes Batatia, Batatia, Ilyes, Philipp Benner +182 · 5 voices · 170 citations
   Materials Science · Decision Sciences · #physics.chem-ph #cond-mat.mtrl-sci
2. Signatures of paracrystallinity in amorphous silicon
   2024/07/23 by Rosset, Louise A. M., Drabold, David A., Deringer, Volker L. · 6 citations
   #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
3. Distillation of atomistic foundation models across architectures and chemical domains
   2025/06/12 by John L. A. Gardner, Daniel F. Thomas du Toit, Gardner, John L. A. +21 · 3 voices · 4 citations
   Computer Science · Materials Science · Physics and Astronomy · #Advanced Graph Neural Networks #Machine Learning in Materials Science #Quantum many-body systems #physics.comp-ph
4. Graph-neural-network predictions of solid-state NMR parameters from spherical tensor decomposition
   2024/12/19 by Chiheb Ben Mahmoud, Mahmoud, Chiheb Ben, Louise A. M. Rosset +5 · 1 citation
   Chemistry · Materials Science · #Advanced NMR Techniques and Applications #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (stat.ML) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #X-ray Diffraction in Crystallography