predict-materials-properties

Open-source projects categorized as predict-materials-properties
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Topics: materials-screening attention attention-mechanism Transformer scikit-learn
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predict-materials-property Open-Source Projects

predict-materials-properties

  • CrabNet

    Predict materials properties using only the composition information!

    • Project mention: Artificial intelligence can revolutionise science | news.ycombinator.com | 2023-09-15

    I don't know. As for "literature-based discovery," this project/paper sounded like a pretty big deal when it came out a few years ago: https://github.com/materialsintelligence/mat2vec . And I see this thing came out more recently: https://github.com/anthony-wang/CrabNet .

    Of course not all fields lend themselves as well to this as does materials science.

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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1 CrabNet 81

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