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Continued growth in the complexity of computational models has resulted in an increased demand for solution methods for nonlinear problems with characteristics that challenge the commonly used Newton-Krylov method.Coupled multiphysics problems and material science applications often lead to problems for which Jacobians and Jacobian-vector products are not available.