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ISSN Imprimir: 2152-5080
ISSN On-line: 2152-5099
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DOI: 10.1615/Int.J.UncertaintyQuantification.v10.i4
Table of Contents:
SENSITIVITY INDICES FOR OUTPUT ON A RIEMANNIAN MANIFOLD
R. Fraiman, F. Gamboa, Leonardo Moreno
R. Fraiman
Centro de Matemática, Facultad de Ciencias, Universidad de la República, Uruguay
F. Gamboa
Institut de Mathématiques de Toulouse, France
Leonardo Moreno
Departamento de Métodos Cuantitativos, FCEA, Universidad de la República, Uruguay
297-314 páginas
DOI: 10.1615/Int.J.UncertaintyQuantification.2020029614
A MULTI-FIDELITY NEURAL NETWORK SURROGATE SAMPLING METHOD FOR UNCERTAINTY QUANTIFICATION
Mohammad Motamed
Mohammad Motamed
Department of Mathematics and Statistics, University of New Mexico, Albuquerque, New
Mexico, 87131, USA
315-332 páginas
DOI: 10.1615/Int.J.UncertaintyQuantification.2020031957
INVERSE UNCERTAINTY QUANTIFICATION OF A CELL MODEL USING A GAUSSIAN PROCESS METAMODEL
Kevin de Vries, Anna Nikishova, Benjamin Czaja, Gábor Závodszky, Alfons G. Hoekstra
Kevin de Vries
Computational Science Lab, Institute for Informatics, Faculty of Science, University of
Amsterdam, The Netherlands, Amsterdam, 1098 XH
Anna Nikishova
Computational Science Lab, Institute for Informatics, Faculty of Science, University of
Amsterdam, The Netherlands, Amsterdam, 1098 XH
Benjamin Czaja
Computational Science Lab, Institute for Informatics, Faculty of Science, University of
Amsterdam, The Netherlands, Amsterdam, 1098 XH
Gábor Závodszky
Computational Science Lab, Institute for Informatics, Faculty of Science, University of
Amsterdam, The Netherlands, Amsterdam, 1098 XH
Alfons G. Hoekstra
Computational Science Lab, Institute for Informatics, Faculty of Science, University of
Amsterdam, The Netherlands, Amsterdam, 1098 XH
333-349 páginas
DOI: 10.1615/Int.J.UncertaintyQuantification.2020033186
YIELD OPTIMIZATION BASED ON ADAPTIVE NEWTON-MONTE CARLO AND POLYNOMIAL SURROGATES
Mona Fuhrländer, Niklas Georg, Ulrich Römer, Sebastian Schöps
Mona Fuhrländer
Institut für Teilchenbeschleunigung und Elektromagnetische Felder (TEMF), Technische
Universität Darmstadt, Schlossgartenstr. 8, 64289 Darmstadt, Germany; Centre for Computational Engineering, Technische Universität Darmstadt, Dolivostr. 15,
64293 Darmstadt, Germany
Niklas Georg
Institut für Dynamik und Schwingungen, Technische Universität Braunschweig,
Braunschweig, Germany; Centre for Computational Engineering, Technische Universität Darmstadt, Darmstadt,
Germany; Institut für Teilchenbeschleunigung und Elektromagnetische Felder (TEMF), Technische
Universität Darmstadt, Darmstadt, Germany
Ulrich Römer
Institut für Dynamik und Schwingungen, Technische Universität Braunschweig, Schleinitzstraße
20, 38106 Braunschweig, Germany
Sebastian Schöps
Institut für Teilchenbeschleunigung und Elektromagnetische Felder (TEMF), Technische
Universität Darmstadt, Schlossgartenstr. 8, 64289 Darmstadt, Germany; Centre for Computational Engineering, Technische Universität Darmstadt, Dolivostr. 15,
64293 Darmstadt, Germany
351-373 páginas
DOI: 10.1615/Int.J.UncertaintyQuantification.2020033344
DATA-DRIVEN CALIBRATION OF P3D HYDRAULIC FRACTURING MODELS
Souleymane Zio , Fernando Alves Rochinha
Souleymane Zio
Mechanical Engineering, COPPE, Federal University of Rio de Janeiro, P.O. Box 68503, 21941972, Rio de Janeiro, Brazil; 1Institut du Génie des Systèmes Industriels et Textiles, École Polytechnique de Ouagadougou, 18 BP 234 Ouagadougou, Burkina Faso, West Africa
Fernando Alves Rochinha
Mechanical Engineering Program,
COPPE,
University City of the Federal University of Rio de Janeiro,
Rio de Janeiro, Brazil
375-398 páginas
DOI: 10.1615/Int.J.UncertaintyQuantification.2020033602
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