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:
Jul. 09, 2024

Filed:

Mar. 07, 2022
Applicant:

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

Inventors:

Etienne Eben Vos, Johannesburg, ZA;

Zubeida Patel, Johannesburg, ZA;

Thabang Mathonsi, Johannesburg, ZA;

Sibusisiwe Audrey Makhanya, Pretoria, ZA;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01W 1/10 (2006.01); G06N 3/045 (2023.01); G06N 3/049 (2023.01); G06N 3/084 (2023.01);
U.S. Cl.
CPC ...
G01W 1/10 (2013.01); G06N 3/045 (2023.01); G06N 3/049 (2013.01); G06N 3/084 (2013.01);
Abstract

A method, computer program, and computer system are provided for identifying bias in weather models. Data corresponding to one or more forecasts associated with a weather model is received. One or more forecast errors in the received data are identified. A forecast bias is determined from among the one or more forecast errors based on determining a presence of consistent errors in a plurality of regions associated with the received data over a period of time. The weather model is updated based on minimizing the determined forecast bias.


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