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    Ellen Zhong

    Assistant Professor of Computer Science at Princeton University

    Ellen Zhong is an Assistant Professor of Computer Science at Princeton University, where she leads the E.Z. Lab for Molecular Machine Learning.12 She obtained her Ph.D. from MIT in 2022, where she developed deep learning methods for 3D reconstruction of dynamic protein structures from cryo-EM images.36

    Zhong's research focuses on the intersection of AI and biology, particularly on developing methods for image analysis and 3D reconstruction to enable new discoveries in protein structure, dynamics, and interactions.23 She has also worked on the AlphaFold team at DeepMind as a research scientist intern and at D. E. Shaw Research on molecular dynamics algorithms for drug discovery.6

    Some of her notable achievements include:

    1. Creating cryoDRGN, a neural method for 3D reconstruction of dynamic protein structures from cryo-EM images.5
    2. Publishing research on accurate structure prediction of biomolecular interactions with AlphaFold 3.4
    3. Receiving awards such as the NSF Graduate Research Fellowship, Barry M. Goldwater Scholarship, and Astronaut Scholarship.6

    Zhong joined the Princeton faculty in July 2022 and is affiliated with the Princeton Laboratory for Artificial Intelligence, the Center for Statistics and Machine Learning, and the Omenn-Darling Bioengineering Institute.7

    Highlights

    Ellen Zhong (Princeton) - Stanford Data Science
    Oct 10 · cs.princeton.edu
    Ellen Zhong - cs.Princeton
    Ellen Zhong - cs.Princeton
    ‪Ellen D. Zhong‬ - ‪Google Scholar‬
    Ellen Zhong - Omenn-Darling Bioengineering Institute
    team | E.Z. Lab - Princeton University

    Related Questions

    What are some of Ellen Zhong's most notable research contributions?
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    Can you explain the significance of Ellen Zhong's work on 3D reconstruction of protein structures?
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    Ellen Zhong
    Ellen Zhong, photo 1
    Ellen Zhong, photo 2
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    Location

    New York, New York, United States