The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Sep. 23, 2025

Filed:

Dec. 22, 2023
Applicant:

Preferred Networks, Inc., Tokyo, JP;

Inventors:

Kenta Oono, Tokyo, JP;

Justin Clayton, Tokyo, JP;

Nobuyuki Ota, Tokyo, JP;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 3/047 (2023.01); G06N 7/01 (2023.01); G16C 20/50 (2019.01); G16C 20/70 (2019.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 3/047 (2023.01); G06N 7/01 (2023.01); G16C 20/50 (2019.02); G16C 20/70 (2019.02);
Abstract

A computer system includes one or more memories and one or more processors configured to cause a generative model to generate structural information regarding a chemical compound by inputting a latent representation into the generative model, wherein the generative model has been trained such that differences between structural information regarding other chemical compounds and reconstructions of the structural information regarding the other chemical compounds generated by the generative model are reduced, the reconstructions being generated by inputting latent representations into the generative model, the latent representations being generated based on the structural information regarding the other chemical compounds.


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