Method and System for Material Screening
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United States of America Patent
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Apr 1, 2021
app pub date -
Sep 30, 2019
filing date -
Sep 30, 2019
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A method for screening materials may include obtaining materials from a database. The method may include screening the materials to obtain a one or more screened materials. The method may include generating a training set based on the screened materials, validated experimental data, or both. The method may include establishing a machine learning screening model based on the training set, one or more target parameters, or both. The method may include applying the machine learning screening model to uncharacterized materials. The method may include outputting one or more materials having characteristics matching the target parameters.
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