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:
Nov. 03, 2026

Filed:

Nov. 29, 2021
Applicant:

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

Inventors:

Smitkumar Narotambhai Marvaniya, Bangalore, IN;

Tejas Indulal Dhamecha, Bangalore, IN;

Jitendra Singh, Noida, IN;

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G01W 1/10 (2006.01); G01W 1/00 (2006.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
G01W 1/10 (2013.01); G06N 3/08 (2013.01); G01W 2001/006 (2013.01);
Abstract

Techniques for using machine learning to model climatic data are disclosed. In one example, a computer implemented method comprises receiving climate data comprising a plurality of spatial components and a plurality of temporal components, and masking a portion of the climate data. A machine learning model is trained, wherein the training is based at least in part on the masked portion of the climate data. A vector representation of the climate data is generated via the machine learning model.


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Marvaniya, Smitkumar. (2026). Using machine learning for modeling climate data (U.S. Patent No. 12782601). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12782601

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