Machine learning for disordered materials

Last updated on Apr 26, 2024 disordered materials, emergence, complexity
Image credit: Jiadong Dan

Selected publications:

  1. Jiadong Dan, Moaz Waqar, Ivan Erofeev, Kui Yao, John Wang, Stephen J. Pennycook, N. Duane Loh (2023). A multiscale generative model to understand disorder in domain boundaries.. Science Advances.
  2. Jiadong Dan, Moaz Waqar, Stephen J. Pennycook, N. Duane Loh (2023). Exploring the emergence of complex grain boundary structures via hybrid probabilistic generative model. Microscopy and Microanalysis.
Academic
Jiadong Dan
Jiadong Dan
Eric and Wendy Schmidt AI in Science Fellow

My research interests include physics-informed machine learning and scanning transmission electron microscopy.