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公开(公告)号:US20230043363A1
公开(公告)日:2023-02-09
申请号:US17397046
申请日:2021-08-09
发明人: Rodrigo Neumann Barros Ferreira , Fausto Martelli , BREANNDAN O'CONCHUIR , Tonia Elengikal , Binquan Luan , Ronaldo Giro , Mathias B. Steiner , Anshul Gupta
摘要: A material screening process of generating input features for each material of a subset of materials to be screened, generating target properties for each material of the subset of materials, inputting screening conditions, the input features, and the target properties into a material screening artificial intelligence model and training the material screening artificial intelligence model based on the inputs. Once the model is trained, inputting a dataset of materials to be screened into the trained material screening artificial intelligence model, the dataset of materials includes the subset of materials used to train the model, screening the dataset of materials on the trained material screening artificial intelligence model using the screening conditions and ranking the materials of the dataset based on predicted target properties obtained from the screening.
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公开(公告)号:US20230020787A1
公开(公告)日:2023-01-19
申请号:US17363084
申请日:2021-06-30
发明人: Binquan Luan , Rodrigo Neumann Barros Ferreira , BREANNDAN O'CONCHUIR , Anshul Gupta , Fausto Martelli , Mathias B Steiner , Tonia Elengikal
摘要: A system may include a chamber with a main sub-chamber and a first porous membrane separating a first sub-chamber from the main sub-chamber. The system may include a fluid in the chamber and an input directing inflow into main sub-chamber proximate an entry end of the chamber. The system may include a first output permitting outflow from the first sub-chamber proximate an exit end of the chamber wherein a molecule entering at the entry end must traverse a length of the chamber to exit at the exit end.
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