39 citations · 66 across the 5 of their papers we have counts for
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math.NA2018★ 13 cited
Goal-oriented adaptive surrogate construction for stochastic inversion
Steven Mattis, Barbara Wohlmuth
Stochastic inverse problems are generally solved by some form of finite sampling of a space of uncertain parameters. For computationally expensive models, surrogate response surfac…
math.NA2018★ 13 cited
Efficient parameter estimation for a methane hydrate model with active subspaces
Mario Teixeira Parente, Steven Mattis, Shubhangi Gupta +2
Methane gas hydrates have increasingly become a topic of interest because of their potential as a future energy resource. There are significant economical and environmental risks a…