Vasily V. Bulatov
- Score dynamics: scaling molecular dynamics with picoseconds timestep via conditional diffusion model
2023/10/02 by Tim Hsu, Hsu, Tim, Babak Sadigh +5 · 5 citations
Materials Science · Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · #Machine Learning in Materials Science #Protein Structure and Dynamics #Quantum many-body systems
- Score-based denoising for atomic structure identification
2022/12/05 by Tim Hsu, Hsu, Tim, Babak Sadigh +11 · 4 citations
Biochemistry, Genetics and Molecular Biology · Materials Science · #Atomic Physics (physics.atom-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Material Dynamics and Properties #Materials Science (cond-mat.mtrl-sci) #Protein Structure and Dynamics
- Learning dislocation dynamics mobility laws from large-scale MD simulations
2023/09/25 by Nicolas Bertin, Bertin, Nicolas, Vasily V. Bulatov +3 · 4 citations
Materials Science · Biochemistry, Genetics and Molecular Biology · #Machine Learning in Materials Science #Hydrogen embrittlement and corrosion behaviors in metals #Advanced Electron Microscopy Techniques and Applications
- Enhanced mobility of dislocation network nodes and its effect on dislocation multiplication and strain hardening
2022/10/25 by Nicolas Bertin, Wei Cai, Bertin, Nicolas +7 · 1 citation
Engineering · Materials Science · #Advanced Materials Characterization Techniques #FOS: Physical sciences #Integrated Circuits and Semiconductor Failure Analysis #Materials Science (cond-mat.mtrl-sci) #Microstructure and mechanical properties