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:
Jan. 23, 2024

Filed:

Jun. 07, 2021
Applicant:

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

Inventors:

Campbell D Watson, Brooklyn, NY (US);

Etienne Eben Vos, Johannesburg, ZA;

Komminist Weldemariam, Ottawa, CA;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G01W 1/10 (2006.01); G01W 1/14 (2006.01); G01W 1/16 (2006.01); G06N 3/08 (2023.01); G06V 10/75 (2022.01); G06F 18/22 (2023.01); G06F 18/214 (2023.01); G01W 1/06 (2006.01);
U.S. Cl.
CPC ...
G01W 1/10 (2013.01); G01W 1/06 (2013.01); G01W 1/14 (2013.01); G06F 18/2148 (2023.01); G06F 18/22 (2023.01); G06N 3/08 (2013.01); G06V 10/758 (2022.01);
Abstract

Train a machine learning model, using an image-based knowledge graph of tropical cyclone data, for implementing a surface field modeling architecture that produces images of at least surface wind fields and surface rainfall fields from images of at least tropical cyclone tracks and pressure intensities. Generate model images of a modeled surface wind field and a modeled surface rainfall field by providing images of at least a user-generated tropical cyclone track and pressure intensity to the trained machine learning model.


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