System and method for model parameter optimization

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United States of America Patent

PATENT NO 12112261
APP PUB NO 20210182357A1
SERIAL NO

16714347

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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One embodiment can provide a method and system for tuning parameters of a numerical model of a physical system. During operation, the system can obtain, using a machine-learning technique, a parameter-transform model for mapping parameters of the numerical model at a first resolution to parameters of the numerical model at a second resolution, the second resolution being higher than the first resolution. The system can perform a parameter-tuning operation on the numerical model at a first resolution to obtain a first set of tuned parameters and apply the parameter-transform model on the first set of tuned parameters to obtain a second set of tuned parameters at a second resolution. The system can then generate behavior information associated with the physical system by running the numerical model at the second resolution using the second set of tuned parameters.

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Patent Owner(s)

Patent OwnerAddress
HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP1701 EAST MOSSY OAKS ROAD SPRING TX 77389

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Partee, Samuel H Seattle, US 2 1
Ringenburg, Michael F Seattle, US 3 29
Robbins, Benjamin J Seattle, US 2 1

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