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On the Detection and Quantification of Nonlinearity via Statistics of the Gradients of a Black-Box ion is a neural network. The selection of such a type of model was done in order to not allow the user to decide how linear or nonlinear the model shall be, but to let the training algorithm of the neural network shape the level of nonlinearity according to the training data. The neural network is t