Nathan Frey (@ncfrey)
github

ncfrey

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  • Stars
    star
    224
  • Global Rank 112,748 (Top 4 %)
  • Followers 120
  • Following 31
  • Registered over 8 years ago
  • Most used languages
    Jupyter Notebook
         57.1 %
    Python
         42.9 %
  • Location πŸ‡ΊπŸ‡Έ United States
  • Country Total Rank 26,135
  • Country Ranking
    Jupyter Notebook
         2,174

Top repositories

1

resources

A Highly Opinionated List of Open Source Materials Informatics Resources
96
star
2

litmatter

Rapid experimentation and scaling of deep learning models on molecular and crystal graphs.
Jupyter Notebook
57
star
3

pumml

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
33
star
4

pytopomat

Python Topological Materials (pytopomat) is a code for easy, high-throughput analysis of topological materials.
Python
26
star
5

magnetic-topological-materials

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
star
6

rheed-viz

Database, dimensionality reduction, and visualization dashboard for RHEED data
Jupyter Notebook
2
star
7

slab-waveguide-eme

Eigenmode expansion solver of multilayer slab waveguide w/ single frequency incident light and dielectric perturbation.
Python
1
star
8

defect-design

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 Processing, ACS Nano (2020).
Jupyter Notebook
1
star