Optimization and uncertainty assessment of strongly nonlinear groundwater models with high parameter dimensionality

Accelerating Markov Chain Monte Carlo Simulation by Differential Evolution with Self-Adaptive Randomized Subspace Sampling

(2011) J. A. Vrugt et al.   INTERNATIONAL JOURNAL OF NONLINEAR SCIENCES AND NUMERICAL SIMULATION

A short exploration of structural noise

(2010) John Doherty et al.   WATER RESOURCES RESEARCH

Two statistics for evaluating parameter identifiability and error reduction

(2009) John Doherty et al.   JOURNAL OF HYDROLOGY

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

(2009) Matthew Tonkin et al.   WATER RESOURCES RESEARCH

Self-Adaptive Multimethod Search for Global Optimization in Real-Parameter Spaces

(2008) J.A. Vrugt et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

So just why would a modeller choose to be incoherent?

(2008) Keith J. Beven et al.   JOURNAL OF HYDROLOGY

Uncertainty assessment and data worth in groundwater flow and mass transport modeling using a blocking Markov chain Monte Carlo method

(2008) Jianlin Fu et al.   JOURNAL OF HYDROLOGY

Differential Evolution Markov Chain with snooker updater and fewer chains

(2008) Cajo J. F. ter Braak et al.   STATISTICS AND COMPUTING

Inverse Modeling of Subsurface Flow and Transport Properties: A Review with New Developments

(2008) Jasper A. Vrugt et al.   VADOSE ZONE JOURNAL

Identifying discrete geologic structures that produce anomalous hydraulic response: An inverse modeling approach

(2008) Michael J. Ronayne et al.   WATER RESOURCES RESEARCH

Treatment of input uncertainty in hydrologic modeling: Doing hydrology backward with Markov chain Monte Carlo simulation

(2008) Jasper A. Vrugt et al.   WATER RESOURCES RESEARCH