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Volume 14, 2024 / Issue 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
North Carolina State University

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

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

1-20 pages
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 pages
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 pages
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 pages
DOI: 10.1615/Int.J.UncertaintyQuantification.v14.i2.40

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