Computer experiment

A computer experiment or simulation experiment is an experiment used to study a computer simulation, also referred to as an in silico system. This… (More)
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Computational biologyComputational chemistryComputational physicsComputer simulation
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Broader (3)

Computational scienceDesign of experimentsSimulation

Papers overview

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Highly Cited
2012
Highly Cited
2012
Cases for the nugget in modeling computer experiments
Most surrogate models for computer experiments are interpolators, and the most common interpolator is a Gaussian process (GP… (More)
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Highly Cited
2009
Highly Cited
2009
Choosing the Sample Size of a Computer Experiment: A Practical Guide
Choosing the Sample Size of a Computer Experiment: A Practical Guide Jason L. Loeppky, Jerome Sacks and William J. Welch… (More)
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Highly Cited
2009
Highly Cited
2009
Adaptive Design and Analysis of Supercomputer Experiments
Computer experiments are often performed to allow modeling of a response surface of a physical experiment that can be too costly… (More)
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Highly Cited
2008
Highly Cited
2008
Sequential Experiment Design for Contour Estimation From Complex Computer Codes
Computer simulation often is used to study complex physical and engineering processes. Although a computer simulator often can be… (More)
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2005
2005
Comparison of designs for computer experiments
  • Dizza Bursztyna, David M. Steinbergb
  • 2005
For many complex processes laboratory experimentation is too expensive or too time-consuming to be carried out. A practical… (More)
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Highly Cited
2003
Highly Cited
2003
The Design and Analysis of Computer Experiments
J. Sacks, W. J. Welch, T. J. Mitchell, and H. P. Wynn, “Design and analysis of computer experiments (with discussion… (More)
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Highly Cited
2001
Highly Cited
2001
How Does Consensus Scoring Work for Virtual Library Screening? An Idealized Computer Experiment
It has been reported recently that consensus scoring, which combines multiple scoring functions in binding affinity estimation… (More)
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Highly Cited
2000
Highly Cited
2000
Sequential design of computer experiments to minimize integrated response functions
In the last ten to fifteen years many phenomena that could only be studied using physical experiments can now be studied by… (More)
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Highly Cited
1999
Highly Cited
1999
Pressure matching for hydrocarbon reservoirs : a case study in the use of Bayes linear strategies for large computer experiments
In the oil industry, fluid flow models for reservoirs are usually too complex to be solved analytically and approximate numerical… (More)
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1997
1997
Numerical Optimization Using Computer Experiments
Computer experiments are performed to obtain information about computationally expensive simula tions Often as in engineering… (More)
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