Steven Mattis

Learning Quantities of Interest from Dynamical Systems for Observation-Consistent Inversion pdf

Troy Butler, Donald Estep, Steven Mattis, 2020, ArXiv.

Parameter Estimation for Geoscience Applications Using a Measure-Theoretic Approach

Clint Dawson, Troy Butler, Joannes J. Westerink, 2016 .

Goal-oriented adaptive surrogate construction for stochastic inversion

Barbara Wohlmuth, Steven Mattis, B. Wohlmuth, 2018, Computer Methods in Applied Mechanics and Engineering.

Efficient parameter estimation for a methane hydrate model with active subspaces

Shubhangi Gupta, Barbara Wohlmuth, Christian Deusner, 2018, Computational Geosciences.

Bayesian Calibration and Sensitivity Analysis for a Karst Aquifer Model Using Active Subspaces

Barbara Wohlmuth, Steven Mattis, Daniel Bittner, 2019, Water Resources Research.