Babak Sadigh

According to our database, Babak Sadigh authored at least 9 papers between 2010 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A probabilistic foundation model for crystal structure denoising, phase classification, and order parameters.

Hyuna Kwon, Babak Sadigh, Sébastien Hamel, Vincenzo Lordi, John E. Klepeis, Fei Zhou

CoRR, December, 2025

2024

Accelerate microstructure evolution simulation using graph neural networks with adaptive spatiotemporal resolution.

Shaoxun Fan, Andrew L. Hitt, Ming Tang, Babak Sadigh, Fei Zhou

Mach. Learn. Sci. Technol., 2024

Ice Phase Classification Made Easy with Score-Based Denoising.

Hong Sun, Sébastien Hamel, Tim Hsu, Babak Sadigh, Vincenzo Lordi, Fei Zhou

J. Chem. Inf. Model., 2024

Grand canonical generative diffusion model for crystalline phases and grain boundaries.

Bo Lei, Enze Chen, Hyuna Kwon, Tim Hsu, Babak Sadigh, Vincenzo Lordi, Timofey Frolov, Fei Zhou

CoRR, 2024

Information theory unifies atomistic machine learning, uncertainty quantification, and materials thermodynamics.

Daniel Schwalbe-Koda, Sébastien Hamel, Babak Sadigh, Fei Zhou, Vincenzo Lordi

CoRR, 2024

2023

Score dynamics: scaling molecular dynamics with picosecond timesteps via conditional diffusion model.

Tim Hsu, Babak Sadigh, Vasily V. Bulatov, Fei Zhou

CoRR, 2023

2022

Score-based denoising for atomic structure identification.

Tim Hsu, Babak Sadigh, Nicolas Bertin, Cheol Woo Park, James Chapman, Vasily V. Bulatov, Fei Zhou

CoRR, 2022

2021

Self-supervised learning and prediction of microstructure evolution with convolutional recurrent neural networks.

Kaiqi Yang, Yifan Cao, Youtian Zhang, Shaoxun Fan, Ming Tang, Daniel Aberg, Babak Sadigh, Fei Zhou

Patterns, 2021

2010

A First-Passage Kinetic Monte Carlo algorithm for complex diffusion-reaction systems.

Aleksandar Donev, Vasily V. Bulatov, Tomas Oppelstrup, George H. Gilmer, Babak Sadigh, Malvin H. Kalos

J. Comput. Phys., 2010