24 citations · 48 across the 9 of their papers we have counts for
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math.NA2021
Deterministic matrix sketches for low-rank compression of high-dimensional simulation data
Alec Michael Dunton, Alireza Doostan
Matrices arising in scientific applications frequently admit linear low-rank approximations due to smoothness in the physical and/or temporal domain of the problem. In large-scale…
math.NA2021
Bi-fidelity Reduced Polynomial Chaos Expansion for Uncertainty Quantification
Felix Newberry, Jerrad Hampton, Kenneth Jansen +1
A ubiquitous challenge in design space exploration or uncertainty quantification of complex engineering problems is the minimization of computational cost. A useful tool to ease th…