Archive Files

Volume 13, 2023 / Issue 4

DOI: 10.1615/Int.J.UncertaintyQuantification.v13.i4

Table of Contents:

UNCERTAINTY QUANTIFICATION OF WATERFLOODING IN OIL RESERVOIRS COMPUTATIONAL SIMULATIONS USING A PROBABILISTIC LEARNING APPROACH Jeferson Osmar Almeida, Fernando Alves Rochinha

Jeferson Osmar Almeida
Mechanical Engineering Department, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil

Fernando Alves Rochinha
Mechanical Engineering Program, COPPE, University City of the Federal University of Rio de Janeiro, Rio de Janeiro, Brazil

1-22 pages
DOI: 10.1615/Int.J.UncertaintyQuantification.2023041042

HIGH-DIMENSIONAL STOCHASTIC DESIGN OPTIMIZATION UNDER DEPENDENT RANDOM VARIABLES BY A DIMENSIONALLY DECOMPOSED GENERALIZED POLYNOMIAL CHAOS EXPANSION Dongjin Lee, Sharif Rahman

Dongjin Lee
Department of Mechanical Engineering, The University of Iowa, Iowa City, Iowa 52242, USA

Sharif Rahman
Department of Mechanical Engineering, The University of Iowa, Iowa City, Iowa 52242, USA

23-59 pages
DOI: 10.1615/Int.J.UncertaintyQuantification.2023043457

AN ADAPTIVE STRATEGY FOR SEQUENTIAL DESIGNS OF MULTILEVEL COMPUTER EXPERIMENTS Ayao Ehara, Serge Guillas

Ayao Ehara
Department of Statistical Science, University College London, London, UK; The Alan Turing Institute, London, NW1 2DB, United Kingdom

Serge Guillas
Department of Statistical Science, University College London, London, UK; The Alan Turing Institute, London, NW1 2DB, United Kingdom

61-98 pages
DOI: 10.1615/Int.J.UncertaintyQuantification.2023038376

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