Probabilistic damage detection and identification of coupled structural parameters using Bayesian model updating with added mass

Updating Models and Their Uncertainties. I: Bayesian Statistical Framework

James L. Beck, Lambros S. Katafygiotis · Journal of Engineering Mechanics · 1998 · 1.5K citations

Computing, Computational Engineering, Statistical Modeling +15

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

Jasper A. Vrugt, Cajo J. F. ter Braak, Cees Diks et al. · International Journal of Nonlinear Sciences and Numerical Simulation · 2009 · 1.2K citations

Engineering, Computer Science, Scientific Computing +13

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

Jasper A. Vrugt, Cajo J. F. ter Braak, Martyn Clark et al. · Water Resources Research · 2008 · 922 citations · Full text

Natural Resources, Earth Sciences, Hydrology +17

Markov chain Monte Carlo simulation using the DREAM software package: Theory, concepts, and MATLAB implementation

Jasper A. Vrugt · Environmental Modelling & Software · 2015 · 869 citations · Full text

Business, Computer Science, Scientific Computing +13

Bayesian Updating of Structural Models and Reliability using Markov Chain Monte Carlo Simulation

James L. Beck, Siu‐Kui Au · Journal of Engineering Mechanics · 2002 · 848 citations

Business, Computational Engineering, Systems Engineering +17