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UFunction

U-function acquisition function for rare events analysis.

Overview

The UFunction acquisition function for parallel active learning (rare events analysis) is given by:

(1)

where, is a tuning parameter, is the Gaussian process mean prediction, and is the Gaussian process standard deviation.

Input Parameters

  • control_tagsAdds user-defined labels for accessing object parameters via control logic.

    C++ Type:std::vector<std::string>

    Controllable:No

    Description:Adds user-defined labels for accessing object parameters via control logic.

  • enableTrueSet the enabled status of the MooseObject.

    Default:True

    C++ Type:bool

    Controllable:No

    Description:Set the enabled status of the MooseObject.