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A novel application of a nonparametric identification technique is described for reducing the complexity of models for structural/mechanical systems components to levels where they are acceptable for inclusion in computation intensive, large-scale vehicle simulations. The technique is based on an integral-series expansion of the functional relating component response to input. Solution of the identification and modeling problem requires the determination of “kernel” functions appearing in the integral-series expressions.