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Том 11, 2021 / Выпуск 1

Special Issue: Multilevel-Multifidelity Approaches for Uncertainty Quantification Part 3
Guest Editors: Gianluca Geraci, Gianluca Iaccarino, and Michael Eldred

DOI: 10.1615/Int.J.UncertaintyQuantification.v11.i1

Table of Contents:

FOREWORD: SPECIAL ISSUE ON MULTILEVEL-MULTIFIDELITY APPROACHES FOR UNCERTAINTY QUANTIFICATION Michael S. Eldred, Gianluca Geraci, Gianluca Iaccarino

Michael S. Eldred
Optimization and Uncertainty Quantification, Sandia National Laboratories, Albuquerque,NM, 87185, USA

Gianluca Geraci
Optimization and Uncertainty Quantification, Sandia National Laboratories, Albuquerque,New Mexico, 87185, USA

Gianluca Iaccarino
Department of Mechanical Engineering Institute for Computational Mathematical Engineering Stanford University Bldg 500, RM 500-I, Stanford CA 94305 - USA

v-ix страниц
DOI: 10.1615/Int.J.UncertaintyQuantification.v11.i1.10

A NON-NESTED INFILLING STRATEGY FOR MULTIFIDELITY BASED EFFICIENT GLOBAL OPTIMIZATION Matthieu Sacher, Olivier Le Maître, R. Duvigneau, F. Hauville, M. Durand, C. Lothodé

Matthieu Sacher
Naval Academy Research Institute (IRENav), Brest, France; ENSTA Bretagne, CNRS, IRDL, Brest, France

Olivier Le Maître
CNRS, Inria, Centre de Mathématiques Appliquées, Ecole Polytechnique, IPP, Route de Saclay, 91128 Palaiseau Cedex, France

R. Duvigneau
Université Côte d'Azur, Inria, CNRS, LJAD, Sophia-Antipolis, France

F. Hauville
Naval Academy Research Institute (IRENav), Brest, France

M. Durand
Sirli Innovations, Pornichet, France

C. Lothodé
K-Epsilon, Valbonne, France

1-30 страниц
DOI: 10.1615/Int.J.UncertaintyQuantification.2020032982

KERNEL OPTIMIZATION FOR LOW-RANK MULTIFIDELITY ALGORITHMS Mani Razi, Robert Mike Kirby, Akil Narayan

Mani Razi
Scientific Computing and Imaging Institute, University of Utah, Salt Lake City, Utah, USA

Robert Mike Kirby
School of Computing, and Scientific Computing and Imaging (SCI) Institute, Salt Lake City, Utah, 84112, USA

Akil Narayan
Scientific Computing and Imaging (SCI) Institute, Salt Lake City, UT 84112, USA

31-54 страниц
DOI: 10.1615/Int.J.UncertaintyQuantification.2020033212

ON THE MULTILEVEL MONTE CARLO ESTIMATION OF UNBIASED EXPECTATION VIA SEQUENCE EXTRAPOLATION Timothy J. Barth

Timothy J. Barth
NASA Ames Research Center, Moffett Field, California, 94035, USA

55-91 страниц
DOI: 10.1615/Int.J.UncertaintyQuantification.2020032985

EXPLORATION OF MULTIFIDELITY UQ SAMPLING STRATEGIES FOR COMPUTER NETWORK APPLICATIONS Gianluca Geraci, Jonathan Crussell, Laura P. Swiler, Bert J. Debusschere

Gianluca Geraci
Optimization and Uncertainty Quantification, Sandia National Laboratories, Albuquerque,New Mexico, 87185, USA

Jonathan Crussell
Sandia National Laboratories, Livermore, California, 94550, USA

Laura P. Swiler
Optimization and Uncertainty Quantification Department, Center for Computing Research, Sandia National Laboratories, P.O. Box 5800, Albuquerque, New Mexico 87123-1320, USA

Bert J. Debusschere
P.O.Box 969, MS 9051; Sandia National Laboratories, Livermore, California, 94550, USA

93-118 страниц
DOI: 10.1615/Int.J.UncertaintyQuantification.2021033774

EMBEDDED MULTILEVEL MONTE CARLO FOR UNCERTAINTY QUANTIFICATION IN RANDOM DOMAINS Santiago Badia, Jerrad Hampton, Javier Principe

Santiago Badia
School of Mathematics, Monash University, Clayton, Victoria, 3800, Australia; Centre Internacional de Mètodes Numèrics a l'Enginyeria, Esteve Terrades 5, 08860 Castelldefels, Spain

Jerrad Hampton
Centre Internacional de Mètodes Numèrics a l'Enginyeria, Esteve Terrades 5, 08860 Castelldefels, Spain

Javier Principe
Centre Internacional de Mètodes Numèrics a l'Enginyeria, Esteve Terrades 5, 08860 Castelldefels, Spain; Universitat Politècnica de Catalunya, Campus Diagonal Besòs, Av. Eduard Maristany 16, Edifici A (EEBE), 08019, Barcelona, Spain

119-142 страниц
DOI: 10.1615/Int.J.UncertaintyQuantification.2021032984

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