Babak Sadigh

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 4

Top Topics

Diffusion Model

Relative Entropy

Statistical Mechanics

Molecular Dynamics

Top Venues

Publications

Daniel Schwalbe-Koda, Sébastien Hamel, Babak Sadigh, Fei Zhou, Vincenzo Lordi
Information theory unifies atomistic machine learning, uncertainty quantification, and materials thermodynamics. CoRR (2024)
Tim Hsu, Babak Sadigh, Vasily V. Bulatov, Fei Zhou
Score dynamics: scaling molecular dynamics with picosecond timesteps via conditional diffusion model. CoRR (2023)
Tim Hsu, Babak Sadigh, Nicolas Bertin, Cheol Woo Park, James Chapman, Vasily V. Bulatov, Fei Zhou
Score-based denoising for atomic structure identification. CoRR (2022)
Kaiqi Yang, Yifan Cao, Youtian Zhang, Shaoxun Fan, Ming Tang, Daniel Aberg, Babak Sadigh, Fei Zhou
Self-supervised learning and prediction of microstructure evolution with convolutional recurrent neural networks. Patterns 2 (5) (2021)
Aleksandar Donev, Vasily V. Bulatov, Tomas Oppelstrup, George H. Gilmer, Babak Sadigh, Malvin H. Kalos
A First-Passage Kinetic Monte Carlo algorithm for complex diffusion-reaction systems. J. Comput. Phys. 229 (9) (2010)