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Том 3, 2013 / Выпуск 4

DOI: 10.1615/Int.J.UncertaintyQuantification.v3.i4

Table of Contents:

PRIOR AND POSTERIOR ROBUST STOCHASTIC PREDICTIONS FOR DYNAMICAL SYSTEMS USING PROBABILITY LOGIC James L. Beck, Alexandros Taflanidis

James L. Beck
Division of Engineering and Applied Science, California Institute of Technology, Pasadena, California 91125, USA

Alexandros Taflanidis
Department of Civil and Environmental Engineering and Earth Sciences, University of Notre Dame, 156 Fitzpatrick Hall, Notre Dame, IN 46556, USA

271-288 страниц
DOI: 10.1615/Int.J.UncertaintyQuantification.2012003641

AN OVERVIEW OF INVERSE MATERIAL IDENTIFICATION WITHIN THE FRAMEWORKS OF DETERMINISTIC AND STOCHASTIC PARAMETER ESTIMATION Miguel A. Aguilo, Laura P. Swiler, Angel Urbina

Miguel A. Aguilo
Optimization and Uncertainty Quantification, Sandia National Laboratories, P.O. Box 5800, MS 1318, Albuquerque, New Mexico 87185-1320, USA

Laura P. Swiler
Optimization and Uncertainty Quantification Department, Center for Computing Research, Sandia National Laboratories, P.O. Box 5800, Albuquerque, New Mexico 87123-1320, USA

Angel Urbina
Optimization and Uncertainty Quantification, Sandia National Laboratories, P.O. Box 5800, MS 1318, Albuquerque, New Mexico 87185-1320, USA

289-319 страниц
DOI: 10.1615/Int.J.UncertaintyQuantification.2012003668

EFFICIENT NUMERICAL METHODS FOR STOCHASTIC PARTIAL DIFFERENTIAL EQUATIONS THROUGH TRANSFORMATION TO EQUATIONS DRIVEN BY CORRELATED NOISE Ju Ming, Max Gunzburger

Ju Ming
Department of Scientific Computing, Florida State University, Tallahassee, Florida 32306-4120

Max Gunzburger
Department of Scientific Computing, Florida State University, Tallahassee, Florida 32306-4120

321-339 страниц
DOI: 10.1615/Int.J.UncertaintyQuantification.2012003670

AN ENSEMBLE KALMAN FILTER USING THE CONJUGATE GRADIENT SAMPLER Johnathan M. Bardsley, Antti Solonen, Albert Parker, Heikki Haario, Marylesa Howard

Johnathan M. Bardsley
Department of Mathematical Sciences, The University of Montana, Missoula, Montana 59812-0864, USA

Antti Solonen
Lappeenranta University of Technology, Laboratory of Applied Mathematics

Albert Parker
Center for Biofilm Engineering, Montana State University, Bozeman, Montana, 59717, USA

Heikki Haario
Lappeenranta University of Technology, Department of Computational and Process Engineering, Lappeenranta, Finland and Finnish Meteorological Institute, Helsinki, Finland; Earth Observation Research, Finnish Meteorological Institute, Helsinki, 00560, Finland

Marylesa Howard
Department of Mathematical Sciences, University of Montana, Missoula, Montana, 59812

357-370 страниц
DOI: 10.1615/Int.J.UncertaintyQuantification.2012003889

STATISTICAL SURROGATE MODELS FOR PREDICTION OF HIGH-CONSEQUENCE CLIMATE CHANGE Richard V. Field Jr., Paul Constantine, M. Boslough

Richard V. Field Jr.
Sandia National Laboratories, Albuquerque, New Mexico 87185, USA

Paul Constantine
Colorado School of Mines

M. Boslough
Sandia National Laboratories, Albuquerque, New Mexico 87185, USA

341-355 страниц
DOI: 10.1615/Int.J.UncertaintyQuantification.2012003829

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