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Babak Sadigh
ORCID
Publication Activity (10 Years)
Years Active: 2010-2023
Publications (10 Years): 3
Top Topics
Diffusion Model
Molecular Dynamics
Denoising
Recurrent Neural Networks
Top Venues
CoRR
Patterns
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Publications
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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)