Large-scale hydraulic tomography and joint inversion of head and tracer data using the Principal Component Geostatistical Approach (PCGA)

Large-scale stochastic linear inversion using hierarchical matrices

(2013) Sivaram Ambikasaran et al.   COMPUTATIONAL GEOSCIENCES

Towards optimal allocation of computer resources: Trade-offs between uncertainty quantification, discretization and model reduction

(2013) Philipp C. Leube et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Anthropogenic emissions of methane in the United States

(2013) S. M. Miller et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Geostatistical reduced-order models in underdetermined inverse problems

(2013) Xiaoyi Liu et al.   WATER RESOURCES RESEARCH

Reverse flow routing in open channels: A Bayesian Geostatistical Approach

(2012) Marco D’Oria et al.   JOURNAL OF HYDROLOGY

Efficient methods for large-scale linear inversion using a geostatistical approach

(2012) Arvind K. Saibaba et al.   WATER RESOURCES RESEARCH

Fast Algorithms for Bayesian Uncertainty Quantification in Large-Scale Linear Inverse Problems Based on Low-Rank Partial Hessian Approximations

(2011) H. P. Flath et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Finding Structure with Randomness: Probabilistic Algorithms for Constructing Approximate Matrix Decompositions

(2011) N. Halko et al.   SIAM REVIEW

3-D transient hydraulic tomography in unconfined aquifers with fast drainage response

(2011) M. Cardiff et al.   WATER RESOURCES RESEARCH

Large-scale inverse modeling with an application in hydraulic tomography

(2011) X. Liu et al.   WATER RESOURCES RESEARCH

A Potential-Based Inversion of Unconfined Steady-State Hydraulic Tomography

(2009) M. Cardiff et al.   Groundwater

The black-box fast multipole method

(2009) William Fong et al.   JOURNAL OF COMPUTATIONAL PHYSICS

A Randomized Algorithm for Principal Component Analysis

(2009) Vladimir Rokhlin et al.   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS

Obtaining parsimonious hydraulic conductivity fields using head and transport observations: A Bayesian geostatistical parameter estimation approach

(2009) M. Fienen et al.   WATER RESOURCES RESEARCH

Three-Dimensional Geostatistical Inversion of Flowmeter and Pumping Test Data

(2008) Wei Li et al.   Groundwater

Geostatistical inversing for large-contrast transmissivity fields

(2008) Andrea Zanini et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

A view toward the future of subsurface characterization: CAT scanning groundwater basins

(2008) Tian-Chyi Jim Yeh et al.   WATER RESOURCES RESEARCH