A survey of adaptive sampling for global metamodeling in support of simulation-based complex engineering design

H Liu, YS Ong, J Cai - Structural and Multidisciplinary Optimization, 2018 - Springer
Metamodeling is becoming a rather popular means to approximate the expensive
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

R Yondo, E Andrés, E Valero - Progress in aerospace sciences, 2018 - Elsevier
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 …

Design of computer experiments: A review

SS Garud, IA Karimi, M Kraft - Computers & Chemical Engineering, 2017 - Elsevier
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 …

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 …

[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 …

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 …

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 …

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 …

An innovative adaptive sparse response surface method for structural reliability analysis

H Guimaraes, JC Matos, AA Henriques - Structural Safety, 2018 - Elsevier
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 …

Analyse de sensibilité et exploration de modèles: application aux sciences de la nature et de l'environnement

R Faivre, D Makowski, S Mahévas, B Iooss - 2013 - torrossa.com
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 …