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:
Jun. 03, 2025

Filed:

Mar. 17, 2021
Applicant:

Automat Solutions, Inc., San Leandro, CA (US);

Inventors:

Xiaoliang Wang, Alameda, CA (US);

Xuejun Wang, Pleasanton, CA (US);

Dongpeng Liu, Columbia, MO (US);

Assignee:

Automat Solutions, Inc., San Leandro, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); C40B 60/00 (2006.01); G01N 27/07 (2006.01); G01R 27/00 (2006.01); G01R 31/367 (2019.01); G06N 3/02 (2006.01); H01M 10/04 (2006.01); H01M 10/42 (2006.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); C40B 60/00 (2013.01); G01R 31/367 (2019.01); G06N 3/02 (2013.01); H01M 10/04 (2013.01); B01J 2219/00313 (2013.01); B01L 2300/0829 (2013.01); G01N 27/07 (2013.01); G01R 27/00 (2013.01); H01M 10/4285 (2013.01);
Abstract

A system, computer program product and a method to predict an objective function based on a recipe, and generate, via a machine learning model, a plurality of proposed different recipes of battery materials for optimizing at least objective function. Instances of the different proposed recipes of battery materials are prepared and deposited into an electrochemical module by a robotic preparation module. A robotic testing module executes a plurality of formulation characteristic tests on each deposited recipe instance and updates the machine learning model with a result of at least one of the formulation characteristic tests.


Find Patent Forward Citations

Wang, Xiaoliang. (2025). Materials artificial intelligence robotics-driven methods and systems (U.S. Patent No. 12321854). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12321854

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

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