Martelli, Fausto

1. Force-Free Molecular Dynamics Through Autoregressive Equivariant Networks
   2025/03/31 by Thiemann, Fabian L., Reschützegger, Thiago, Esposito, Massimiliano +3 · 8 citations
   #Chemical Physics (physics.chem-ph) #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci)
2. Topology and complexity of the hydrogen bond network in classical models\n of water
   2021/01/22 by Fausto Martelli, Martelli, Fausto · 1 citation
   Chemistry · Materials Science · Physics and Astronomy · #Chemical Physics (physics.chem-ph) #FOS: Physical sciences #Material Dynamics and Properties #Molecular spectroscopy and chirality #Soft Condensed Matter (cond-mat.soft) #Spectroscopy and Quantum Chemical Studies
3. Electrofreezing of Liquid Water at Ambient Conditions
   2023/08/09 by Cassone, Giuseppe, Martelli, Fausto · 2 citations
   #Chemical Physics (physics.chem-ph) #FOS: Physical sciences
4. 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