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Graph Networks for Materials Science

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Authors: Christopher Sutton, Mara Graziani, Tian Xie, Tim Hsu, Brandon Ayers, Sohrab Fathi, Timothy S. Carlsson, et al.
Year: 2022
Journal: Nature Computational Science
DOI: 10.1038/s41524-022-00829-4
Publisher: https://www.nature.com/articles/s41524-022-00829-4

Keywords: materials, gnn

Abstract

We discuss the application of graph neural networks to materials science.

Cite this paper

bibtex
@misc{gnnmaterials2022,
  title  = {Graph Networks for Materials Science},
  author = {Christopher Sutton, Mara Graziani, Tian Xie, Tim Hsu, Brandon Ayers, Sohrab Fathi, Timothy S. Carlsson, et al.},
  year   = {2022},
  journal = {Nature Computational Science},
  doi    = {10.1038/s41524-022-00829-4},
  url    = {https://doi.org/10.1038/s41524-022-00829-4},
}

Source files

Released under the MIT License.