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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.

Patent No.:

US 11948665 B1

PDFFull Text
Date of Patent:
Apr. 02, 2024

Filed:

Aug. 24, 2020

Systems and methods for language modeling of protein engineering

Applicant:

Salesforce, Inc., San Francisco, CA (US);

Inventors:

Ali Madani, San Francisco, CA (US);

Bryan McCann, Menlo Park, CA (US);

Nikhil Naik, Mountain View, CA (US);

Assignee:

Salesforce, Inc., San Francisco, CA (US);

Attorney:

Haynes and Boone, LLP

Primary Examiner:

G Steven Vanni

Assistant Examiner:

Robert James Kallal

Int. Cl.
CPC ...
G16B 40/30 (2019.01); G06F 30/20 (2020.01); G06F 111/08 (2020.01); G16B 5/20 (2019.01); G16B 15/20 (2019.01); G16B 25/10 (2019.01); G16B 30/00 (2019.01); G16B 40/20 (2019.01); G16B 50/10 (2019.01);
U.S. Cl.
CPC ...
G16B 40/30 (2019.02); G06F 30/20 (2020.01); G16B 5/20 (2019.02); G16B 15/20 (2019.02); G16B 25/10 (2019.02); G16B 30/00 (2019.02); G16B 40/20 (2019.02); G16B 50/10 (2019.02); G06F 2111/08 (2020.01);
Abstract

The present disclosure provides systems and methods for controllable protein generation. According to some embodiments, the systems and methods leverage neural network models and techniques that have been developed for other fields, in particular, natural language processing (NLP). In some embodiments, the systems and methods use or employ models implemented with transformer architectures developed for language modeling and apply the same to generative modeling for protein engineering.

Find Patent Forward Citations

Madani, Ali. (2024). Systems and methods for language modeling of protein engineering (U.S. Patent No. 11948665). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11948665

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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