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TECHNIQUES FOR MODELING BEHAVIORS OF SYSTEMS VIA TRANSFORMATIONS OF AUTHORITATIVE MODELS

  • US 20170154139A1
  • Filed: 11/11/2016
  • Published: 06/01/2017
  • Est. Priority Date: 11/30/2015
  • Status: Active Grant
First Claim
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1. A computer-implemented method for generating a model for a behavior of a system, the method comprising:

  • generating a first sample data that includes a first authoritative value that is obtained from an authoritative model based on a first combination of system parameters and a first measured value that represents the behavior of the system at the first combination of system parameters;

    training an untrained mapping model based on the first sample data to generate a partially trained mapping model;

    training the partially trained mapping model based on at least one other sample data to generate a trained mapping model, wherein the trained mapping model maps values obtained from the authoritative model to values that represent the behavior of the system at different combinations of system parameters; and

    generating the model for the behavior of the system based on the trained mapping model and the authoritative model, wherein the model estimates the behavior of the system for different combinations of system parameters.

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