搜索结果: 1-7 共查到“computer experiments”相关记录7条 . 查询时间(0.109 秒)
Orthogonal and Nearly Orthogonal Designs for Computer Experiments
Orthogonal Nearly Orthogonal Designs Computer Experiments
2015/3/20
Orthogonal and Nearly Orthogonal Designs for Computer Experiments.
Local Gaussian process approximation for large computer experiments
sequential design sequential updating active learning surrogate model emulator compactly supported covariance local kriging neighborhoods
2013/4/27
We provide a new approach to approximate emulation of large computer experiments. By focusing expressly on desirable properties of the predictive equations, we derive a family of local sequential desi...
Efficient Emulators of Computer Experiments Using Compactly Supported Correlation Functions, With an Application to Cosmology
Efficient Emulators Correlation Functions Cosmology
2011/7/19
Statistical emulators of computer simulators have proven to be useful in a variety of applications. The widely adopted model for emulator building, using a Gaussian process model with strictly positiv...
Estimation of rare events probabilities in computer experiments
computer experiments rare events Kriging importance sampling Bayesian estimates risk assessment with ghter aircraft
2011/6/16
We are interested in estimating probabilities of rare events in the context of com-
puter experiments. These rare events depend on the output of a physical model with
random input variables. Since t...
Screening and metamodeling of computer experiments with functional outputs. Application to thermal-hydraulic computations
Functional output Pressurized thermal shock transient
2010/10/19
To perform uncertainty, sensitivity or optimization analysis on scalar variables calculated by a cpu time expensive computer code, a widely accepted methodology consists in first identifying the most...
A new and flexible method for constructing designs for computer experiments
Cascading Latin hypercube Hadamard matrix Kroneck product orthogonal array
2010/10/14
We develop a new method for constructing "good" designs for computer experiments. The method derives its power from its basic structure that builds large designs using small designs. We specialize th...
Computer experiments in harmonic analysis
computer experiment experimental mathematics harmonic analysis analysis on fractals
2009/6/24
It is conventionally understood that computers play a rather limited role in theoretical mathematics. While computation is indispensable in applied mathematics and the theory of computing and algorith...