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:
Sep. 30, 2025

Filed:

Dec. 01, 2020
Applicant:

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

Inventors:

Campbell D. Watson, Brooklyn, NY (US);

Guillaume A. R. Auger, White Plains, NY (US);

Eli Michael Dow, Pleasant Valley, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01W 1/10 (2006.01); B25J 9/16 (2006.01); G06N 5/01 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G01W 1/10 (2013.01); B25J 9/1664 (2013.01); G06N 5/01 (2023.01); G06N 20/00 (2019.01);
Abstract

A computer implemented method of predicting ice coverage on a body of water includes generating a first ice cover prediction with a thermodynamics module and generating a second ice cover prediction with a machine learning module. The first ice cover prediction is combined with the second ice cover prediction to generate a combined ice cover prediction. Error statistics are computed based on a comparison of the combined ice cover prediction with an ice coverage observation and the combined ice cover prediction is updated based on the error statistics.


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