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5-Year Impact Factor: 3.179

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ISSN Print: 2152-5080
ISSN Online: 2152-5099

Forthcoming Articles

Kernel optimization for Low-Rank Multi-Fidelity Algorithms Mani Razi, Mike Kirby, Akil Narayan

Mani Razi
University of Utah

Mike Kirby
Scientific Computing and Imaging Institute, University of Utah, Salt Lake City, Utah, 84112, USA

Akil Narayan
University of Utah

DOI: 10.1615/Int.J.UncertaintyQuantification.2020033212

Deep learning of parameterized equations with applications to uncertainty quantification Tong Qin, Zhen Chen, John Jakeman, Dongbin Xiu

Tong Qin
The Ohio State University

Zhen Chen
Department of Mathematics, The Ohio State University

John Jakeman
Optimization and Uncertainty Quantification Department, Sandia National Laboratory

Dongbin Xiu
Ohio Eminent Scholar Department of Mathematics The Ohio State University Columbus, Ohio 43210, USA

DOI: 10.1615/Int.J.UncertaintyQuantification.2020034123

Multilevel Monte Carlo Sampling on Heterogeneous Computer Architectures Christiane Adcock, Yinyu Ye, Lluis Jofre, Gianluca Iaccarino

Christiane Adcock
Stanford University

Yinyu Ye
Stanford University

Lluis Jofre
Technical University of Catalonia - BarcelonaTech

Gianluca Iaccarino
Stanford University

DOI: 10.1615/Int.J.UncertaintyQuantification.2020033179

A NON-NESTED INFILLING STRATEGY FOR MULTI-FIDELITY BASED EFFICIENT GLOBAL OPTIMIZATION Matthieu Sacher, Olivier Le Maître, Régis Duvigneau, Frédéric Hauville, Mathieu Durand, Corentin Lothodé

Matthieu Sacher
ENSTA Bretagne, CNRS, IRDL

Olivier Le Maître
Centre de Mathématiques Appliquées, CNRS, Inria, Ecole Polytechnique

Régis Duvigneau
Université Côte d’Azur, Inria, CNRS, LJAD

Frédéric Hauville
Naval Academy Research Institute - IRENAV

Mathieu Durand
Sirli Innovations

Corentin Lothodé
K-Epsilon

DOI: 10.1615/Int.J.UncertaintyQuantification.2020032982

MFNets: Multi-fidelity data-driven networks for Bayesian learning and prediction Alex Gorodetsky, John D. Jakeman, Gianluca Geraci, Michael S. Eldred

Alex Gorodetsky
University of Michigan

John D. Jakeman
Sandia National Laboratories, Albuquerque, NM, USA

Gianluca Geraci
Sandia National Laboratories

Michael S. Eldred
Sandia National Laboratories, P. O. Box 5800, Mail Stop: 1318, Org: 01411, Albuquerque, NM 87185-1318, USA

DOI: 10.1615/Int.J.UncertaintyQuantification.2020032978

PARAMETER ESTIMATION OF STOCHASTIC CHAOTIC SYSTEMS Ramona Maraia, sebastian springer, Heikki Haario, Janne Hakkarainen, Eero Saksman

Ramona Maraia
LUT University of Technology

sebastian springer
LUT university

Heikki Haario
LUT University, Finnish Metereological Institute

Janne Hakkarainen
Finnish Metereological Institute

Eero Saksman
University of Helsinki

DOI: 10.1615/Int.J.UncertaintyQuantification.2020032807

On Transfer Learning of Neural Networks using Bi-fidelity Data for Uncertainty Propagatio Subhayan De, Jolene Britton, Matthew Reynolds, Ryan Skinner, Kenneth Jansen, Alireza Doostan

Subhayan De
University of Colorado Boulder

Jolene Britton
University of California, Riverside

Matthew Reynolds
National Renewable Energy Laboratory

Ryan Skinner
University of Colorado Boulder

Kenneth Jansen
University of Colorado Boulder

Alireza Doostan
CU Boulder

DOI: 10.1615/Int.J.UncertaintyQuantification.2020033267

Computation of Sobol indices in global sensitivity analysis from small data sets by probabilistic learning on manifolds Maarten Arnst, Christian Soize, Kevin Bulthuis

Maarten Arnst
University of Liege

Christian Soize
Université Paris-Est Marne-la-Vallée

Kevin Bulthuis
University of Liege

DOI: 10.1615/Int.J.UncertaintyQuantification.2020032674

Stochastic Spectral Embedding Stefano Marelli, Paul-Remo Wagner, Christos Lataniotis, Bruno Sudret

Stefano Marelli
Chair of Risk, Safety and Uncertainty Quantification, ETH Zurich, Stefano-Franscini-Platz 5,8093 Zurich, Switzerland

Paul-Remo Wagner
Chair of Risk, Safety and Uncertainty Quantification, ETH Zurich, Stefano-Franscini-Platz 5,8093 Zurich, Switzerland

Christos Lataniotis
Chair of Risk, Safety and Uncertainty Quantification, ETH Zurich, Stefano-Franscini-Platz 5,8093 Zurich, Switzerland

Bruno Sudret
Chair of Risk, Safety and Uncertainty Quantification, ETH Zurich, Stefano-Franscini-Platz 5,8093 Zurich, Switzerland

DOI: 10.1615/Int.J.UncertaintyQuantification.2020034395

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