59 citations · 190 across the 27 of their papers we have counts for
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math.NA2017
Efficient D-optimal design of experiments for infinite-dimensional Bayesian linear inverse problems
Alen Alexanderian, Arvind K. Saibaba
We develop a computational framework for D-optimal experimental design for PDE-based Bayesian linear inverse problems with infinite-dimensional parameters. We follow a formulation…
stat.CO2017
Variance-based sensitivity analysis for time-dependent processes
Alen Alexanderian, Pierre A. Gremaud, Ralph C. Smith
The global sensitivity analysis of time-dependent processes requires history-aware approaches. We develop for that purpose a variance-based method that leverages the correlation st…