Antoine Loew

1. Universal Machine Learning Interatomic Potentials are Ready for Phonons
   2024/12/21 by Antoine Loew, Loew, Antoine, Dewen Sun +8 · 1 voice · 26 citations
   Materials Science · #Machine Learning in Materials Science
2. Accelerating point defect photo-emission calculations with machine learning interatomic potentials
   2025/05/02 by K. Sharma, Sharma, Kartikeya, Antoine Loew +10 · 5 citations
   Engineering · Materials Science · #Integrated Circuits and Semiconductor Failure Analysis #Electron and X-Ray Spectroscopy Techniques #Semiconductor materials and devices
3. LAMBench: A Benchmark for Large Atomistic Models
   2025/04/28 by Anyang Peng, Peng, Anyang, Chun Cai +21 · 4 citations
   Materials Science · #Machine Learning in Materials Science
4. Universal Machine Learning Potential for Systems with Reduced Dimensionality
   2025/08/21 by Giulio Benedini, Benedini, Giulio, Antoine Loew +8 · 1 voice · 3 citations
   Materials Science · Physics and Astronomy · #2D Materials and Applications #Machine Learning in Materials Science #Quantum many-body systems #cond-mat.mtrl-sci #physics.comp-ph