123 citations · 242 across the 7 of their papers we have counts for
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physics.comp-ph2014★ 17 cited
Efficient uncertainty quantification of a fully nonlinear and dispersive water wave model with random inputs
Daniele Bigoni, Allan P. Engsig-Karup, Claes Eskilsson
A major challenge in next-generation industrial applications is to improve numerical analysis by quantifying uncertainties in predictions. In this work we present a formulation of…
math.NA2014★ 123 cited
Spectral tensor-train decomposition
Daniele Bigoni, Allan P. Engsig-Karup, Youssef M. Marzouk
The accurate approximation of high-dimensional functions is an essential task in uncertainty quantification and many other fields. We propose a new function approximation scheme ba…