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巻 14, 2024 / 発行 2

DOI: 10.1615/Int.J.UncertaintyQuantification.v14.i2

Table of Contents:

HYPER-DIFFERENTIAL SENSITIVITY ANALYSIS FOR NONLINEAR BAYESIAN INVERSE PROBLEMS Isaac Sunseri, Alen Alexanderian, Joseph Hart, Bart van Bloemen Waanders

Isaac Sunseri
North Carolina State University, Raleigh, North Carolina, 27607, USA; Pennsylvania State University, State College, Pennsylvania, 16802, USA

Alen Alexanderian
Department of Mathematics, North Carolina State University, Raleigh, North Carolina 27695-8205, USA

Joseph Hart
Sandia National Laboratories, Albuquerque, New Mexico, 87185, USA

Bart van Bloemen Waanders
Sandia National Laboratories, Albuquerque, New Mexico, 87185, USA

1-20 ページ
DOI: 10.1615/Int.J.UncertaintyQuantification.2023045300

A DIMENSION-ADAPTIVE COMBINATION TECHNIQUE FOR UNCERTAINTY QUANTIFICATION Michael Griebel, Uta Seidler

Michael Griebel
Institute for Numerical Simulation, University of Bonn, Bonn, Germany; Fraunhofer Institute for Algorithms and Scientific Computing SCAI, Sankt Augustin, Germany

Uta Seidler
Institute for Numerical Simulation, University of Bonn, Bonn, Germany

21-43 ページ
DOI: 10.1615/Int.J.UncertaintyQuantification.2023046861

LIKELIHOOD AND DEPTH-BASED CRITERIA FOR COMPARING SIMULATION RESULTS WITH EXPERIMENTAL DATA, IN SUPPORT OF VALIDATION OF NUMERICAL SIMULATORS Amandine Marrel, H. Velardo, A. Bouloré

Amandine Marrel
CEA, DES, DER, Saint-Paul-Lez-Durance, France; Institut de Mathématiques de Toulouse, Toulouse, France

H. Velardo
CEA, DES, IRESNE, DER, Cadarache F-13108 Saint-Paul-Lez-Durance, France

A. Bouloré
CEA, DES, IRESNE, DER, Cadarache F-13108 Saint-Paul-Lez-Durance, France

45-68 ページ
DOI: 10.1615/Int.J.UncertaintyQuantification.2023046666

MORE POWERFUL HSIC-BASED INDEPENDENCE TESTS, EXTENSION TO SPACE-FILLING DESIGNS AND FUNCTIONAL DATA Mohamed Reda El Amri, Amandine Marrel

Mohamed Reda El Amri
CEA, DES, DER, Saint-Paul-Lez-Durance, France

Amandine Marrel
CEA, DES, DER, Saint-Paul-Lez-Durance, France; Institut de Mathématiques de Toulouse, Toulouse, France

69-98 ページ
DOI: 10.1615/Int.J.UncertaintyQuantification.v14.i2.40

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