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ISSN Print: 2152-5080
ISSN Online: 2152-5099
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DOI: 10.1615/Int.J.UncertaintyQuantification.v10.i3
Table of Contents:
GOAL-ORIENTED MODEL ADAPTIVITY IN STOCHASTIC ELASTODYNAMICS: SIMULTANEOUS CONTROL OF DISCRETIZATION, SURROGATE MODEL AND SAMPLING ERRORS
Pedro Bonilla-Villalba, S. Claus, A. Kundu, Pierre Kerfriden
Pedro Bonilla-Villalba
Institute of Materials, Mechanics and Advanced Manufacturing, Cardiff University, 5 theParade, Cardiff, UK
S. Claus
ONERA, 6 Chemin de la Vauve aux Granges, 91120 Palaiseau, France
A. Kundu
Institute of Materials, Mechanics and Advanced Manufacturing, Cardiff University, 5 the
Parade, Cardiff, UK
Pierre Kerfriden
Institute of Materials, Mechanics and Advanced Manufacturing, Cardiff University, 5 the
Parade, Cardiff, UK; Centre des Matériaux, MINES ParisTech/PSL University, 63-65 rue Henri Auguste
Desbruères, Corbeil-essonnes, France
195-223 pages
DOI: 10.1615/Int.J.UncertaintyQuantification.2020031735
HYPERDIFFERENTIAL SENSITIVITY ANALYSIS OF UNCERTAIN PARAMETERS IN PDE-CONSTRAINED OPTIMIZATION
Joseph Hart, Bart van Bloemen Waanders, Roland Herzog
Joseph Hart
Optimization and Uncertainty Quantification, Sandia National Laboratories, P.O. Box 5800,
Albuquerque, New Mexico 87123-1320, USA
Bart van Bloemen Waanders
Sandia National Laboratories, Albuquerque, New Mexico, 87185, USA
Roland Herzog
Technical University Chemnitz, Faculty of Mathematics, 09107 Chemnitz, Germany
225-248 pages
DOI: 10.1615/Int.J.UncertaintyQuantification.2020032480
REPLICATION-BASED EMULATION OF THE RESPONSE DISTRIBUTION OF STOCHASTIC SIMULATORS USING GENERALIZED LAMBDA DISTRIBUTIONS
Xujia Zhu, Bruno Sudret
Xujia Zhu
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
249-275 pages
DOI: 10.1615/Int.J.UncertaintyQuantification.2020033029
MODEL CALIBRATION FOR DETONATION PRODUCTS: A PHYSICS-INFORMED, TIME-DEPENDENT SURROGATE METHOD BASED ON MACHINE LEARNING
Juan Zhang, J. Yin, Ruili Wang, J. Chen
Juan Zhang
Institute of Applied Physics and Computational Mathematics, Beijing, 100094, People's
Republic of China
J. Yin
Institute of Applied Physics and Computational Mathematics, Beijing, 100094, People's
Republic of China
Ruili Wang
Institute of Applied Physics and Computational Mathematics, Beijing, 100094, People’s
Republic of China
J. Chen
China Aerodynamics Research and Development Center, Mianyang, Sichuan, 621000, People's
Republic of China
277-296 pages
DOI: 10.1615/Int.J.UncertaintyQuantification.2020032977
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