Deep learning surrogate for turbulent flow

Number of patents in Portfolio can not be more than 2000

United States of America

PATENT NO 11373026
APP PUB NO 20200387579A1
SERIAL NO

16436024

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Abstract

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The example embodiments are directed to a system and method for predicting a flow about an object through the use of a predictive model instead of a machine simulation. Traditional CFD simulations can take hours, even days. The example embodiments provide a predictive model that can predict a CFD flow in seconds which greatly improves design time. In one example, the method may include receiving input data comprising shape parameters of a geometric object and flow parameters associated with the geometric object, predicting, via execution of a predictive model, a computational fluid dynamic (CFD) flow about the geometric object based on the shape parameters and the flow parameters included in the input data, and outputting one or more attributes of the predicted CFD flow about the geometric object via a display device.

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Patent Owner(s)

  • GENERAL ELECTRIC COMPANY

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Barr, Brian Chandler Niskayuna, US 5 132
Edgar, Marc Niskayuna, US 1 2
Reimann, Johan Niskayuna, US 1 2

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