Feature learning for STEM data

Last updated on Apr 26, 2024 Feature learning
Image credit: Jiadong Dan

Selected publications:

  1. Jiadong Dan, Xiaoxu Zhao, Shoucong Ning, Jiong Lu, Kian Ping Loh, Qian He, N. Duane Loh, Stephen J. Pennycook (2022). Learning motifs and their hierarchies in atomic resolution microscopy. Science Advances.
  2. Jiadong Dan, Xiaoxu Zhao, Qian He, N. Duane Loh, Stephen J. Pennycook (2022). Exploring motifs and their hierarchies in crystals via unsupervised learning. Microscopy and Microanalysis.
  3. Stephen J. Pennycook, Jiadong Dan, Xiaoxu Zhao, Shoucong Ning, Wu Zhou, Qian He, N. Duane Loh (2022). Navigating the nanoworld: automatic feature recognition. 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.