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公开(公告)号：US12190236B2
公开(公告)日：2025-01-07
申请号：US17240554
申请日：2021-04-26
Applicant: DeepMind Technologies Limited
Inventor： Annette Ada Nkechinyere Obika , Tian Xie , Victor Constant Bapst , Alexander Lloyd Gaunt , James Kirkpatrick
Abstract: Methods, computer systems, and apparatus, including computer programs encoded on computer storage media, for predicting one or more properties of a material. One of the methods includes maintaining data specifying a set of known materials each having a respective known physical structure; receiving data specifying a new material; identifying a plurality of known materials in the set of known materials that are similar to the new material; determining a predicted embedding of the new material from at least respective embeddings corresponding to each of the similar known materials; and processing the predicted embedding of the new material using an experimental prediction neural network to predict one or more properties of the new material.
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公开(公告)号：US20210334655A1
公开(公告)日：2021-10-28
申请号：US17240554
申请日：2021-04-26
Applicant: DeepMind Technologies Limited
Inventor： Annette Ada Nkechinyere Obika , Tian Xie , Victor Constant Bapst , Alexander Lloyd Gaunt , James Kirkpatrick
Abstract: Methods, computer systems, and apparatus, including computer programs encoded on computer storage media, for predicting one or more properties of a material. One of the methods includes maintaining data specifying a set of known materials each having a respective known physical structure; receiving data specifying a new material; identifying a plurality of known materials in the set of known materials that are similar to the new material; determining a predicted embedding of the new material from at least respective embeddings corresponding to each of the similar known materials; and processing the predicted embedding of the new material using an experimental prediction neural network to predict one or more properties of the new material.
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