Jiadong Dan

Jiadong Dan

Eric and Wendy Schmidt AI in Science Fellow

National University of Singapore

Jiadong Dan is a Schmidt AI in Science Fellow at the National University of Singapore (NUS), specializing in the intersection of machine learning (ML) and scanning transmission electron microscopy (STEM). Guided by Prof. Stephen J. Pennycook, my Ph.D. research innovatively applied ML to identify quantum defects in atomic resolution STEM images. Now in Asst. Prof. Duane Loh’s group, I am advancing a robust ML framework to characterize materials through a hierarchy of structural motifs. Leveraging my deep expertise, I aim to develop an electron microscope copilot system to improve material analysis and enhance understanding of material disorders.

Interests
  • AI models for electron microsocopy
  • AI systems for electron microsocopy
  • Physics-informed representation learning
Education
  • PhD in Integrative Sciences and Engineering, 2020

    National University of Singapore

  • BEng in Materials Science and Engineering, 2015

    Shandong University

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