Marc C. Kennedy

Bayesian Calibration of Computer Models

Marc C. Kennedy, Anthony O’Hagan · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2001 · 4.2K citations · Full text

Computing, Computer Science, Bayesian Data Analysis +11

Predicting the output from a complex computer code when fast approximations are available

Marc C. Kennedy · Biometrika · 2000 · 1.6K citations

Computing, Computer Science, Algorithms +10

Combining Field Data and Computer Simulations for Calibration and Prediction

Dave Higdon, Marc C. Kennedy, James C. Cavendish et al. · SIAM Journal on Scientific Computing · 2004 · 639 citations

Computing, Computer Science, Physics +17

Case studies in Gaussian process modelling of computer codes

Marc C. Kennedy, Clive Anderson, Stefano Conti et al. · Reliability Engineering & System Safety · 2006 · 131 citations

Engineering, Computer Engineering, Computer Science +14

A global Bayesian sensitivity analysis of the 1d SimSphere soil–vegetation–atmospheric transfer (SVAT) model using Gaussian model emulation

George P. Petropoulos, Martin J. Wooster, Toby N. Carlson et al. · Ecological Modelling · 2009 · 71 citations

Natural Sciences, Earth Sciences, Meteorology +14