Figure 1
A flow diagram of surrogate model training and application, showing input x subscript i processed through a model to produce y subscript i and predicted y hat subscript i.The diagram presents two stages. The first stage is training of a surrogate model. Input data x subscript i flows into a mathematical or numerical model. This produces actual output y subscript i. Both input data x subscript i and actual output y subscript i feed into supervised training. The supervised training process generates a surrogate model. The second stage is application of the surrogate model. Input data x subscript i is passed into the surrogate model. This produces predicted output y hat subscript i.

Training process to develop a surrogate model

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