Jiadong Dan
Senior Research Fellow at National University of Singapore
Singapore, Singapore
Summary
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Senior🎓
Top SchoolJiadong Dan is a Senior Research Fellow at the National University of Singapore and an Eric and Wendy Schmidt AI in Science alumnus with a decade of experience at the intersection of machine learning and scanning transmission electron microscopy. He earned his PhD developing ML methods to detect quantum defects in atomic-resolution STEM images and now leads work that represents disordered materials as hierarchies of structural motifs using an efficient, explainable ML framework. Based in Singapore, he combines deep materials-science domain knowledge with practical AI tooling to make atomic-scale imaging analyses scalable and interpretable. Notably, his research emphasizes explainability and hierarchical representations, enabling insights into a wide variety of complex, disordered materials rather than one-off models for specific samples.
10 years of coding experience
Exchange Student Program Materials Sciences, Exchange Student Program Materials Sciences at National Cheng Kung UniversityBachelor's degree Materials Science, Bachelor's degree Materials Science at Shandong UniversityDoctor of Philosophy - PhD Scanning Transmission Electron Microscopy (STEM) Machine learning (ML), Doctor of Philosophy - PhD Scanning Transmission Electron Microscopy (STEM) Machine learning (ML) at National University of Singapore
Github Skills (115)
cms10
hugo10
hugo-theme10
projection10
python10
image-processing10
sympy10
topological-data-analysis10
gtk10
approximation10
forestry10
qt10
dimensionality-reduction10
r10
sublime-text10
Programming languages (8)
Github contributions (5)
jiadongdan/jiadongdan.github.io
Apr 2024 - Jan 2025
Contributions:3 PRs, 530 pushes, 2 branches in 9 months
jiadong93/scikit-learn
Apr 2018 - Feb 2021
scikit-learn: machine learning in Python
Contributions:3 PRs, 2 pushes, 1 branch in 2 years 10 months
pythondata-sciencelearn-machine-learningneural-networksmachine-learning
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