A computationally efficient parallel Levenberg-Marquardt algorithm for highly parameterized inverse model analyses

Active subspaces for sensitivity analysis and dimension reduction of an integrated hydrologic model

(2015) Jennifer L. Jefferson et al.   COMPUTERS & GEOSCIENCES

Linear functional minimization for inverse modeling

(2015) D. A. Barajas-Solano et al.   WATER RESOURCES RESEARCH

Active Subspace Methods in Theory and Practice: Applications to Kriging Surfaces

(2014) Paul G. Constantine et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

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

(2014) J. Lee et al.   WATER RESOURCES RESEARCH

Principal Component Geostatistical Approach for large-dimensional inverse problems

(2014) P. K. Kitanidis et al.   WATER RESOURCES RESEARCH

Efficient Parallel Levenberg-Marquardt Model Fitting towards Real-Time Automated Parametric Imaging Microscopy

(2013) Xiang Zhu et al.   PLoS One

Geostatistical reduced-order models in underdetermined inverse problems

(2013) Xiaoyi Liu et al.   WATER RESOURCES RESEARCH

Fast iterative implementation of large-scale nonlinear geostatistical inverse modeling

(2013) Xiaoyi Liu et al.   WATER RESOURCES RESEARCH

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

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

A truncated Levenberg–Marquardt algorithm for the calibration of highly parameterized nonlinear models

(2010) Stefan Finsterle et al.   COMPUTERS & GEOSCIENCES

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

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