180 citations · 1.1k across the 26 of their papers we have counts for
Showing 2017 · math.NAShow all
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math.NA2017★ 20 cited
Generation and application of multivariate polynomial quadrature rules
John D. Jakeman, Akil Narayan
The search for multivariate quadrature rules of minimal size with a specified polynomial accuracy has been the topic of many years of research. Finding such a rule allows accurate…
math.NA2017★ 59 cited
A Consistent Bayesian Formulation for Stochastic Inverse Problems Based on Push-forward Measures
T. Butler, J. D. Jakeman, T. Wildey
We formulate, and present a numerical method for solving, an inverse problem for inferring parameters of a deterministic model from stochastic observational data (quantities of int…
math.NA2017★ 61 cited
Compressed sensing with sparse corruptions: Fault-tolerant sparse collocation approximations
Ben Adcock, Anyi Bao, John D. Jakeman +1
The recovery of approximately sparse or compressible coefficients in a Polynomial Chaos Expansion is a common goal in modern parametric uncertainty quantification (UQ). However, re…