Ellen Zhong
I am an Assistant Professor of Computer Science at Princeton University where I lead the E.Z. Lab for Molecular Machine Learning. We are interested in problems at the intersection of AI and structural biology. In particular, our group focuses on developing methods for image analysis and 3D reconstruction that enable new discoveries in protein structure, dynamics, and interactions. For more information about our research, please visit our lab website.
Previously, I obtained my Ph.D. at MIT in 2022, where I developed deep learning methods for 3D reconstruction of dynamic protein structures from cryo-EM images. I have interned at DeepMind on the AlphaFold team, and prior to my Ph.D., I worked at D. E. Shaw Research on molecular dynamics algorithms for drug discovery.
Princeton University
Machine Learning and Multiplexed Libraries for Large-Scale Synthetic Biology
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Every major AI advance was built on massive amounts of data. ChatGPT was built on top of the Internet, new coding agents train on millions of public codebases, and AlphaFold leveraged the Protein DataBank. Learn about the ways that synthetic biologists are leveraging the combination of DNA sequencing and synthesis to fuel new modeling advances.
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Until Friday April 18th
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