A survey of adaptive sampling for global metamodeling in support of simulation-based complex engineering design
Metamodeling is becoming a rather popular means to approximate the expensive
simulations in today's complex engineering design problems since accurate metamodels …
simulations in today's complex engineering design problems since accurate metamodels …
A review on design of experiments and surrogate models in aircraft real-time and many-query aerodynamic analyses
Full scale aerodynamic wind tunnel testing, numerical simulation of high dimensional (full-
order) aerodynamic models or flight testing are some of the fundamental but complex steps …
order) aerodynamic models or flight testing are some of the fundamental but complex steps …
Design of computer experiments: A review
In this article, we present a detailed overview of the literature on the design of computer
experiments. We classify the existing literature broadly into two categories, viz. static and …
experiments. We classify the existing literature broadly into two categories, viz. static and …
Euclid preparation: IX. EuclidEmulator2 – power spectrum emulation with massive neutrinos and self-consistent dark energy perturbations
Euclid Collaboration, M Knabenhans… - Monthly Notices of …, 2021 - academic.oup.com
We present a new, updated version of the EuclidEmulator (called EuclidEmulator2), a fast
and accurate predictor for the nonlinear correction of the matter power spectrum. 2 per cent …
and accurate predictor for the nonlinear correction of the matter power spectrum. 2 per cent …
[图书][B] Basics and trends in sensitivity analysis: Theory and practice in R
In many fields, such as environmental risk assessment, agronomic system behavior,
aerospace engineering, and nuclear safety, mathematical models turned into computer code …
aerospace engineering, and nuclear safety, mathematical models turned into computer code …
An introduction to sensitivity assessment of simulation models
J Norton - Environmental Modelling & Software, 2015 - Elsevier
In view of increasing application of sensitivity assessment (SA) to environmental simulation
models, a relatively short, informal introduction to aims and methods of SA is given. Their …
models, a relatively short, informal introduction to aims and methods of SA is given. Their …
DiceDesign and DiceEval: Two R packages for design and analysis of computer experiments
D Dupuy, C Helbert, J Franco - Journal of Statistical Software, 2015 - hal.science
This paper introduces two R packages available on the Comprehensive R Archive network.
The main application concerns the study of computer code output. Package DiceDesign is …
The main application concerns the study of computer code output. Package DiceDesign is …
Exploring multi-dimensional spaces: A comparison of Latin hypercube and quasi Monte Carlo sampling techniques
S Kucherenko, D Albrecht, A Saltelli - arXiv preprint arXiv:1505.02350, 2015 - arxiv.org
Three sampling methods are compared for efficiency on a number of test problems of
various complexity for which analytic quadratures are available. The methods compared are …
various complexity for which analytic quadratures are available. The methods compared are …
An innovative adaptive sparse response surface method for structural reliability analysis
In the scope of infrastructure risk assessment, structural reliability analysis leads to a
challenging problem in order to deal with conflicting objectives: accurate estimation of failure …
challenging problem in order to deal with conflicting objectives: accurate estimation of failure …
Analyse de sensibilité et exploration de modèles: application aux sciences de la nature et de l'environnement
Le code de la propriété intellectuelle interdit la photocopie à usage collectif sans
autorisation des ayants droit. Le non-respect de cette disposition met en danger l'édition …
autorisation des ayants droit. Le non-respect de cette disposition met en danger l'édition …