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Using a cyclotron-based model problem, we demonstrate for the first time the applicability and usefulness of an uncertainty quantification (UQ) approach in order to construct surrogate models. The ...

On Nonintrusive Uncertainty Quantification and Surrogate Model Construction in Particle Accelerator Modeling