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Optimal Model Management for Multifidelity Monte Carlo Estimation
Work
Year: 2016
Type: article
Abstract: This work presents an optimal model management strategy that exploits multifidelity surrogate models to accelerate the estimation of statistics of outputs of computationally expensive high-fidelity mo... more
Source: SIAM Journal on Scientific Computing
Authors Benjamin Peherstorfer, Karen Willcox, Max Gunzburger
Institutions American Institute of Aeronautics and Astronautics, Florida State University
Cites: 37
Cited by: 225
Related to: 10
FWCI: 7.818
Citation percentile (by year/subfield): 99.98
Topic: Probabilistic and Robust Engineering Design
Subfield: Statistics, Probability and Uncertainty
Field: Decision Sciences
Domain: Social Sciences
Open Access status: green
Funders U.S. Department of Energy, U.S. Department of Energy, U.S. Department of Energy, Air Force Office of Scientific Research
Grant IDS DE-FG02-08ER2585, DE-SC0009297, DE-SC0009324, FA9550-15-1-0038