AUTOMATING WEATHER MODEL CONFIGURATIONS

Patent №

US 10,318,558

Granted

2019-06-11

Filed 2012

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

+1 more

AI components

3

kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13679274

Methods and arrangements for automating weather model configurations. Characteristics of a target geographical area are received, as are a plurality of existing weather model configurations which are implemented for undertaking weather modeling in other geographical areas. A subset of the existing weather model configurations is selected, the subset comprising configurations corresponding to geographical areas having characteristics similar to the characteristics of the target area. A weather model is run with respect to each configuration in the subset of existing weather model configurations. Based on the running of a weather model with respect to each configuration, an output set of weather model configurations is selected for undertaking weather modeling in the target area.

AI classification

Planning1.00
AI hardware0.86
Knowledge representation0.85
Machine learning0.06
Vision0.05
Evolutionary computation0.04
Natural language0.01
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 293190649

UNIVERSITI BRUNEI DARUSSALAM

assignment · 299240664

Assignors

CIPRIANI, JAMES PETER, GEORGE, THOMAS, MITTAL, RASHMI, PRAINO, ANTHONY P., SABHARWAL, YOGISH, SAXENA, VAIBHAV, TREINISH, LLOYD ALAN

On an employer assignment, the assignors are typically the inventors.

From the same owner

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