Get started
Keyword

computer experiments

Description: Experiments conducted using computer simulations as their experimental system, often analyzed through statistical design, optimization, and sensitivity methods.
Wikidata ID: wiki/Q5157537
OpenAlex ID: keywords/computer-experiments
Design and Analysis of Computer Experiments
1989 · Jerome Sacks, William J. Welch, et al. · Statistical Science · 6,951
PDF
Design and Analysis of Experiments
2017 · Angela Dean, Daniel Voss, et al. · Springer texts in statistics · 2,929
The Design and Analysis of Computer Experiments
2003 · Thomas J. Santner, Brian J. Williams, et al. · Springer series in statistics · 2,204
Exploratory designs for computational experiments
1995 · Max D. Morris, Toby J. Mitchell · Journal of Statistical Planning and Inference · 1,199
Design and Modeling for Computer Experiments
2005 · Kai-Tai Fang, Runze Li, et al. · Chapman & Hall/CRC eBooks · 1,135
y-Randomization and Its Variants in QSPR/QSAR
2007 · Christoph Rücker, Gerta Rücker, et al. · Journal of Chemical Information and Modeling · 974
Designs for Computer Experiments
1989 · Jerome Sacks, Susannah B. Schiller, et al. · Technometrics · 970
Orthogonal Array-Based Latin Hypercubes
1993 · Boxin Tang · Journal of the American Statistical Association · 858
Choosing the Sample Size of a Computer Experiment: A Practical Guide
2009 · Jason L. Loeppky, Jerome Sacks, et al. · Technometrics · 762
Bayesian Prediction of Deterministic Functions, with Applications to the Design and Analysis of Computer Experiments
1991 · Carla Currin, Toby Mitchell, et al. · Journal of the American Statistical Association · 753
An efficient algorithm for constructing optimal design of computer experiments
2004 · Ruichen Jin, Wei Chen, et al. · Journal of Statistical Planning and Inference · 671
Bayesian Treed Gaussian Process Models With an Application to Computer Modeling
2008 · Robert B Gramacy, Herbert K. H Lee · Journal of the American Statistical Association · 650
PDF
Stochastic Kriging for Simulation Metamodeling
2009 · Bruce Ankenman, Barry L. Nelson, et al. · Operations Research · 636
Optimal Latin-hypercube designs for computer experiments
1994 · Jeong-Soo Park · Journal of Statistical Planning and Inference · 632
Screening, Predicting, and Computer Experiments
1992 · William J. Welch, Robert. J. Buck, et al. · Technometrics · 632
Number-Theoretic Methods in Statistics.
1995 · B. D. Ripley, K.-T. Fang, et al. · Journal of the Royal Statistical Society Series A (Statistics in Society) · 621
DiceKriging , DiceOptim : Two R Packages for the Analysis of Computer Experiments by Kriging-Based Metamodeling and Optimization
2012 · Olivier Roustant, David Ginsbourger, et al. · Journal of Statistical Software · 594
Global Sensitivity Analysis: The Primer by Andrea Saltelli, Marco Ratto, Terry Andres, Francesca Campolongo, Jessica Cariboni, Debora Gatelli, Michaela Saisana, Stefano Tarantola
2008 · Shuangzhe Liu · International Statistical Review · 511
Comparison of response surface and kriging models for multidisciplinary design optimization
1998 · Timothy Simpson, Farrokh Mistree, et al. · AIAA/USAF/NASA/ISSMO Symposium on Multidisciplinary Analysis and Optimization (MA&O) · 500
PDF
Orthogonal Column Latin Hypercubes and Their Application in Computer Experiments
1998 · Kenny Q. Ye · Journal of the American Statistical Association · 460
Composite Likelihood Methods
2012 · Harry Joe, Nancy Reid, et al. · 434
Algorithmic construction of optimal symmetric Latin hypercube designs
2000 · Kenny Q Ye, William Li, et al. · Journal of Statistical Planning and Inference · 428
Approximation methods in multidisciplinary analysis and optimization: a panel discussion
2004 · T.W. Simpson, A.J. Booker, et al. · Structural and Multidisciplinary Optimization · 413
Sampling Strategies for Computer Experiments: Design and Analysis
2001 · Timothy W. Simpson, Louise A. Dennis, et al. · 380
9 Computer experiments
1996 · J.R. Koehler, A.B. Owen · Handbook of statistics · 378
Works count: 2,376
Citation count: 56,680
Year
Topic
Type