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08/03/2020
MFNets: Learning network representations for multifidelity surrogate modeling
This paper presents an approach for constructing multifidelity surrogate...
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09/30/2019
Adaptive Multi-index Collocation for Uncertainty Quantification and Sensitivity Analysis
In this paper, we present an adaptive algorithm to construct response su...
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11/12/2018
A Generalized Framework for Approximate Control Variates
We describe and analyze a Monte Carlo (MC) sampling framework for accele...
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01/03/2018