Multiscale Sampling for the Inverse Modeling of Partial Differential Equations

Towards HPC simulations of billion-cell reservoirs by multiscale mixed methods

(2022) Alfredo Jaramillo et al.   COMPUTATIONAL GEOSCIENCES

The multiscale perturbation method for second order elliptic equations

(2020) Alsadig Ali et al.   APPLIED MATHEMATICS AND COMPUTATION

Velocity postprocessing schemes for multiscale mixed methods applied to contaminant transport in subsurface flows

(2020) Rafael T. Guiraldello et al.   COMPUTATIONAL GEOSCIENCES

A Two-Stage Markov Chain Monte Carlo Method for Seismic Inversion and Uncertainty Quantification

(2019) Georgia Stuart et al.   GEOPHYSICS

Convergence Diagnostics for Markov Chain Monte Carlo

(2019) Vivekananda Roy   Annual Review of Statistics and Its Application

The Multiscale Robin Coupled Method for flows in porous media

(2018) Rafael T. Guiraldello et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Parallel Domain Decomposition Strategies for Stochastic Elliptic Equations. Part A: Local Karhunen--Loève Representations

(2018) Andres A. Contreras et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Accelerating Markov Chain Monte Carlo with Active Subspaces

(2016) Paul G. Constantine et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Multi-physics Markov chain Monte Carlo methods for subsurface flows

(2015) V. Ginting et al.   MATHEMATICS AND COMPUTERS IN SIMULATION

A Domain Decomposition Approach for Uncertainty Analysis

(2015) Qifeng Liao et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

A prefetching technique for prediction of porous media flows

(2014) V. Ginting et al.   COMPUTATIONAL GEOSCIENCES

Design and implementation of a multiscale mixed method based on a nonoverlapping domain decomposition procedure

(2013) A. Francisco et al.   MATHEMATICS AND COMPUTERS IN SIMULATION

MCMC Methods for Functions: Modifying Old Algorithms to Make Them Faster

(2013) S. L. Cotter et al.   STATISTICAL SCIENCE

Efficient posterior exploration of a high-dimensional groundwater model from two-stage Markov chain Monte Carlo simulation and polynomial chaos expansion

(2013) Eric Laloy et al.   WATER RESOURCES RESEARCH

A MULTI-STAGE BAYESIAN PREDICTION FRAMEWORK FOR SUBSURFACE FLOWS

(2013) V. Ginting et al.   International Journal for Uncertainty Quantification

A Stochastic Newton MCMC Method for Large-Scale Statistical Inverse Problems with Application to Seismic Inversion

(2012) James Martin et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Application of the two-stage Markov chain Monte Carlo method for characterization of fractured reservoirs using a surrogate flow model

(2011) Victor Ginting et al.   COMPUTATIONAL GEOSCIENCES

A semi-discrete central scheme for the approximation of two-phase flows in three space dimensions

(2011) F. Pereira et al.   MATHEMATICS AND COMPUTERS IN SIMULATION