Use of paired simple and complex models to reduce predictive bias and quantify uncertainty

A multi-resolution workflow to generate high-resolution models constrained to dynamic data

(2011) Céline Scheidt et al.   COMPUTATIONAL GEOSCIENCES

Modeling: Picture Perfect or Abstract Art?

(2011) John Doherty   Groundwater

Statistical Emulation of Large Linear Dynamic Models

(2011) P. C. Young et al.   TECHNOMETRICS

Complexities in Hindcasting Models-When Should We Say Enough Is Enough?

(2010) T. Prabhakar Clement   Groundwater

Parameter and State Model Reduction for Large-Scale Statistical Inverse Problems

(2010) Chad Lieberman et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Bayesian calibration of hydrocarbon reservoir models using an approximate reservoir simulator in the prior specification

(2010) Ole Petter Lødøen et al.   STATISTICAL MODELLING

Snapshot selection for groundwater model reduction using proper orthogonal decomposition

(2010) Adam J. Siade et al.   WATER RESOURCES RESEARCH

Gaussian process emulation of dynamic computer codes

(2009) S. Conti et al.   BIOMETRIKA

Calibration-constrained Monte Carlo analysis of highly parameterized models using subspace techniques

(2009) Matthew Tonkin et al.   WATER RESOURCES RESEARCH

Scale-Corrected Ensemble Kalman Filtering Applied to Production-History Conditioning in Reservoir Evaluation

(2008) Ole P. Lodoen et al.   SPE JOURNAL

Efficient History Matching Using a Multiscale Technique

(2008) Sigurd I. Aanonsen   SPE RESERVOIR EVALUATION & ENGINEERING

A unified approach to environmental systems modeling

(2008) P. C. Young et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT