https://github.com/anthony-wang/CrabNet

Predict materials properties using only the composition information!
https://github.com/anthony-wang/CrabNet

attention attention-mechanism machine-learning materials-informatics materials-science materials-screening neural-networks predict-materials-properties pytorch scikit-learn self-attention transformer

Last synced: about 1 month ago
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Predict materials properties using only the composition information!

• Host: GitHub
• URL: https://github.com/anthony-wang/CrabNet
• Owner: anthony-wang
• License: mit
• Created: 2020-02-05T23:32:53.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2023-04-23T11:29:22.000Z (about 2 years ago)
• Last Synced: 2025-03-20T15:43:42.291Z (3 months ago)
• Topics: attention, attention-mechanism, machine-learning, materials-informatics, materials-science, materials-screening, neural-networks, predict-materials-properties, pytorch, scikit-learn, self-attention, transformer
• Language: Python
• Homepage: https://doi.org/10.1038/s41524-021-00545-1
• Size: 429 MB
• Stars: 101
• Watchers: 7
• Forks: 31
• Open Issues: 17
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.md

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• awesome-materials-informatics - CrabNet - Predict materials properties using only the composition information. (**Python**).  (Software and products)