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ncfrey/README.md

Hi there, I'm Nathan 👋

I'm a Principal Machine Learning Scientist and Group Leader at Prescient DesignGenentech, where my group develops and applies ML methods for molecular discovery and design. Previously, I was a Postdoc at MIT with the Lincoln Lab Supercomputing and AI groups, working with Profs Gomez-Bombarelli and Coley on ML for materials and molecule design. I have a PhD in Materials Science & Engineering from the University of Pennsylvania. I was a National Defense Science & Engineering Graduate Fellow in the Shenoy Group and an affiliate scientist at Berkeley Lab with the Materials Project.

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  1. prescient-design/lobster prescient-design/lobster Public

    Lbster: Language models for Biological Sequence Transformation and Evolutionary Representation

    Python 64 10

  2. prescient-design/walk-jump prescient-design/walk-jump Public

    Official repository for discrete Walk-Jump Sampling (dWJS)

    JavaScript 48 6

  3. resources resources Public

    A Highly Opinionated List of Open Source Materials Informatics Resources

    126 23

  4. magnetic-topological-materials magnetic-topological-materials Public

    Supplementary material for N. C. Frey, M. K. Horton, J. M. Munro, S. M. Griffin, K. A. Persson, and V. B. Shenoy, Science Advances 09 Dec 2020: Vol. 6, no. 50, eabd1076 DOI: 10.1126/sciadv.abd1076

    Jupyter Notebook 8 5