S. Mattis

发表

Uncertainty quantification of two-phase flow problems via measure theory and the generalized multiscale finite element method

C. Dawson, M. Presho, S. Mattis, 2017, Computational Geosciences.

Parameter estimation and prediction for groundwater contamination based on measure theory

Donald Estep, Velimir V. Vesselinov, Troy Butler, 2015 .

Enhancing piecewise‐defined surrogate response surfaces with adjoints on sets of unstructured samples to solve stochastic inverse problems

S. Mattis, T. Butler, 2019, International Journal for Numerical Methods in Engineering.

Numerical modeling of drag for flow through vegetated domains and porous structures

Christopher E. Kees, Matthew W. Farthing, Clinton N Dawson, 2012 .

On the relation between parameters and discharge data for a lumped karst aquifer model

M. Parente, B. Wohlmuth, S. Mattis, 2018, 1808.07009.

HOMOGENIZATION AND UPSCALING OF FLOW THROUGH VEGETATION

C. Dawson, S. Mattis, C. Kees, 2009 .

Identifying relevant hydrological and catchment properties in active subspaces: An inference study of a lumped karst aquifer model

M. Parente, B. Wohlmuth, S. Mattis, 2020 .

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

Kyle R. Steffen, C. Dawson, D. Estep, 2020, Computer Methods in Applied Mechanics and Engineering.

A Measure-Theoretic Interpretation of Sample Based Numerical Integration with Applications to Inverse and Prediction Problems under Uncertainty

Troy Butler, L. Graham, S. Mattis, 2017, SIAM J. Sci. Comput..

Computational Model for Wave Attenuation by Flexible Vegetation

C. Dawson, S. Mattis, C. Kees, 2019, Journal of Waterway, Port, Coastal, and Ocean Engineering.

Convergent extension by intercalation without mediolaterally fixed cell motion.

S. Mattis, S. Lubkin, E. Reilly, 2009, Journal of theoretical biology.

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.

An immersed structure approach for fluid-vegetation interaction

Christopher E. Kees, Matthew W. Farthing, Clinton N Dawson, 2015 .

Pre-asymptotic Transport Upscaling in Inertial and Unsteady Flows Through Porous Media

Clinton N Dawson, Diogo Bolster, Nicole Sund, 2015, Transport in Porous Media.

Goal-oriented adaptive surrogate construction for stochastic inversion

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

Data-driven uncertainty quantification for predictive flow and transport modeling using support vector machines

Clint Dawson, Troy Butler, Steven A. Mattis, 2018, Computational Geosciences.

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

B. Wohlmuth, S. Mattis, G. Chiogna, 2019, Water Resources Research.