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Achievements

Achievement: Pull Sharkx3Achievement: Pair ExtraordinaireAchievement: Starstruckx2Achievement: YOLOAchievement: Arctic Code Vault Contributor

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ncfrey/README.md

Hi there, I'm Nathan 👋

I am CTO & Co-Founder of Coefficient Bio. Previously, I was a Principal Machine Learning Scientist and Group Leader at Prescient Design • Genentech, where my group developed and applied ML methods for molecular discovery and design. 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.

Popular repositories Loading

  1. resources resources Public

    A Highly Opinionated List of Open Source Materials Informatics Resources

    137 25

  2. litmatter litmatter Public

    Rapid experimentation and scaling of deep learning models on molecular and crystal graphs.

    Jupyter Notebook 75 17

  3. pumml pumml Public

    Positive and Unlabeled Materials Machine Learning (pumml) is a code that uses semi-supervised machine learning to classify materials from only positive and unlabeled examples.

    Python 37 13

  4. pytopomat pytopomat Public

    Python Topological Materials (pytopomat) is a code for easy, high-throughput analysis of topological materials.

    Python 30 13

  5. 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 9 5

  6. defect-design defect-design Public

    Supplementary material accompanying Frey, N. C.; Akinwande, D.; Jariwala, D.; Shenoy, V. B. Machine Learning-Enabled Design of Point Defects in 2D Materials for Quantum and Neuromorphic Information…

    Jupyter Notebook 3 1