Keyword: metamodels

Found 12 papers in total
Construction of bootstrap confidence intervals on sensitivity indices computed by polynomial chaos expansion
Construction of bootstrap confidence intervals on sensitivity indices computed by polynomial chaos expansion
2014,
The proposed methodology combines advantages of sparse polynomial chaos expansion with...
Chemical‐oriented simulation of computational systems with ALCHEMIST
Chemical‐oriented simulation of computational systems with ALCHEMIST
2013,
In this paper we address the engineering of complex and emerging computational systems...
Experimental design for the validation of kriging metamodels in computer experiments
Experimental design for the validation of kriging metamodels in computer experiments
2013,
Metamodels (or emulators) are statistical tools for the analysis of large complex...
Simulation metamodelling with Bayesian networks
Simulation metamodelling with Bayesian networks
2013,
This paper introduces the use of Bayesian networks (BNs) as an exploratory...
Metamodel for Service Analysis and Design Based on an Operational View of Service and Service Systems
Metamodel for Service Analysis and Design Based on an Operational View of Service and Service Systems
2012,
This paper presents a metamodel that addresses service system analysis and design...
Monotonicity‐preserving bootstrapped Kriging metamodels for expensive simulations
Monotonicity‐preserving bootstrapped Kriging metamodels for expensive simulations
2013,
Kriging metamodels (also called Gaussian process or spatial correlation models)...
Hierarchical modeling using generalized linear models
Hierarchical modeling using generalized linear models
2011,
In a complex manufacturing environment, there are hundreds of interrelated processes...
A more accurate second‐order polynomial metamodel using a pseudo‐random number assignment strategy
A more accurate second‐order polynomial metamodel using a pseudo‐random number assignment strategy
2013,
The response surface metamodel is a useful sequential methodology for approximating...
Construction of stochastic simulation metamodels using smoothing splines
Construction of stochastic simulation metamodels using smoothing splines
2012,
Metamodels are an analysis tool that better exposes the input‐output...
Global optimization of NURBs-based metamodels
Global optimization of NURBs-based metamodels
2007,
The emergence of metamodels as approximate objective function representations offers...
The Simulation Metamodel
The Simulation Metamodel
1997,
Diagnosis and metamodeling of systems failures
Diagnosis and metamodeling of systems failures
1988,
Systems failures are mapped in three dimensions depending on whether system structure,...
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