Dimension Reduction for Gaussian Process Emulation: An Application to the Influence of Bathymetry on Tsunami Heights (Q4636407)

scientific article; zbMATH DE number 6861830

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English	Dimension Reduction for Gaussian Process Emulation: An Application to the Influence of Bathymetry on Tsunami Heights	scientific article; zbMATH DE number 6861830

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instance of

scholarly article

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title

Dimension Reduction for Gaussian Process Emulation: An Application to the Influence of Bathymetry on Tsunami Heights (English)

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SIAM/ASA Journal on Uncertainty Quantification

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publication date

19 April 2018

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full work available at URL

https://arxiv.org/abs/1603.07888

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zbMATH Keywords

dimension reduction

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Gaussian process

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statistical emulation

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uncertainty quantification

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describes a project that uses

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MaRDI publication profile

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cites work

Sampled forms of functional PCA in reproducing kernel Hilbert spaces

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The effect of the nugget on Gaussian process emulators of computer models

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Sequential Design with Mutual Information for Computer Experiments (MICE): Emulation of a Tsunami Model

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Active Subspace Methods in Theory and Practice: Applications to Kriging Surfaces

0 references

On the Interpretation of Regression Plots

0 references

Fisher lecture: Dimension reduction in regression

0 references

Q4217298

0 references

Principal fitted components for dimension reduction in regression

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Comment

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The VOLNA code for the numerical modeling of tsunami waves: generation, propagation and inundation

0 references

Q3093182

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Gradient-Based Kernel Dimension Reduction for Regression

0 references

Strictly Proper Scoring Rules, Prediction, and Estimation

0 references

Q4917542

0 references

Q5405143

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Bayesian Emulation and Calibration of a Stochastic Computer Model of Mitochondrial DNA Deletions in Substantia Nigra Neurons

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Q5322841

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On a Projective Resampling Method for Dimension Reduction With Multivariate Responses

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Sliced Inverse Regression for Dimension Reduction

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An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach

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Global sensitivity analysis of stochastic computer models with joint metamodels

0 references

Bayesian Design and Analysis of Computer Experiments: Use of Derivatives in Surface Prediction

0 references

Q4791993

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Q3394879

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Approximate Bayesian Inference for Latent Gaussian models by using Integrated Nested Laplace Approximations

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Design and analysis of computer experiments. With comments and a rejoinder by the authors

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Gaussian processes with built-in dimensionality reduction: applications to high-dimensional uncertainty propagation

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Discretely exact derivatives for hyperbolic PDE-constrained optimization problems discretized by the discontinuous Galerkin method

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An Adaptive Estimation of Dimension Reduction Space

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Sequential Sufficient Dimension Reduction for Large p, Small n Problems

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Identifiers

zbMATH Open document ID

1403.62217

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DOI

10.1137/16M1090648

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Mathematics Subject Classification ID

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Sitelinks

Mathematics(1 entry)

mardi Publication:4636407