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:
Mar. 10, 2026

Filed:

Jan. 18, 2022
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Kedar Kulkarni, Bangalore, IN;

Smitkumar Narotambhai Marvaniya, Bangalore, IN;

Shantanu R. Godbole, Bangalore, IN;

Komminist Weldemariam, Ottawa, CA;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 10/087 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06Q 10/087 (2013.01); G06N 20/00 (2019.01);
Abstract

Spatio-temporal climate forecasts are analyzed and one or more resiliency policies for a supply chain are dynamically generated. The resiliency policy is embedded in a resiliency reasoning graph and a temporal feedback loop is performed based on user feedback regarding the generated resiliency policy and user interaction with the resiliency reasoning graph. One or more machine learning models are updated based on the user feedback and a joint optimization of the machine learning models is re-solved based on the user feedback. The resiliency policy is updated based on the updated machine learning models based on the user feedback and an operation of a supply chain is adjusted based on the updated resiliency policy.


Find Patent Forward Citations

Kulkarni, Kedar. (2026). Supply chain resiliency using spatio-temporal feedback (U.S. Patent No. 12572888). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12572888

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

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