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physics.data-an2021
Extensions to Multifidelity Monte Carlo Methods for Simulations of Chaotic Systems
Todd A. Oliver, Christopher S. Simmons, Robert D. Moser
Multifidelity Monte Carlo methods often rely on a preprocessing phase consisting of standard Monte Carlo sampling to estimate correlation coefficients between models of different f…
physics.data-an2014★ 81 cited
Validating Predictions of Unobserved Quantities
Todd A. Oliver, Gabriel Terejanu, Christopher S. Simmons +1
The ultimate purpose of most computational models is to make predictions, commonly in support of some decision-making process (e.g., for design or operation of some system). The qu…