Archive Files

Volume 4, 2014 / Issue 2

DOI: 10.1615/Int.J.UncertaintyQuantification.v4.i2

Table of Contents:

ENABLING THE ANALYSIS OF FINITE ELEMENT SIMULATION BUNDLES Rodrigo Iza Teran

Rodrigo Iza Teran
Fraunhofer Institute for Scientific Computing, 53757 Sankt Augustin, Germany

95-110 pages
DOI: 10.1615/Int.J.UncertaintyQuantification.2013005436

DATA-FREE INFERENCE OF UNCERTAIN PARAMETERS IN CHEMICAL MODELS Habib N. Najm, Robert D. Berry, Cosmin Safta, Khachik Sargsyan, Bert J. Debusschere

Habib N. Najm
Sandia National Laboratories, P.O. Box 969, MS 9051, Livermore, CA 94551, USA

Robert D. Berry
P.O.Box 969, MS 9051; Sandia National Laboratories, Livermore, California 94551, USA

Cosmin Safta
P.O.Box 969, MS 9051; Computational Science and Analysis, Sandia National Laboratories, Livermore, CA, 94551

Khachik Sargsyan
Sandia National Laboratories, Livermore, California 94551, USA

Bert J. Debusschere
P.O.Box 969, MS 9051; Sandia National Laboratories, Livermore, California, 94550, USA

111-132 pages
DOI: 10.1615/Int.J.UncertaintyQuantification.2013005679

GAUSSIAN PROCESS ADAPTIVE IMPORTANCE SAMPLING Keith R. Dalbey, Laura P. Swiler

Keith R. Dalbey
Department of Optimization and Uncertainty Quantification, Sandia National Laboratories, Albuquerque, New Mexico 87123, 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

133-149 pages
DOI: 10.1615/Int.J.UncertaintyQuantification.2013006330

INFERENCE AND UNCERTAINTY PROPAGATION OF ATOMISTICALLY-INFORMED CONTINUUM CONSTITUTIVE LAWS, PART 1: BAYESIAN INFERENCE OF FIXED MODEL FORMS Maher Salloum, Jeremy A. Templeton

Maher Salloum
Sandia National Laboratories, 7011 East Avenue, MS 9158, Livermore, California 94550, USA

Jeremy A. Templeton
Sandia National Laboratories, 7011 East Avenue, MS 9409, Livermore, California 94550, USA

151-170 pages
DOI: 10.1615/Int.J.UncertaintyQuantification.2014008153

INFERENCE AND UNCERTAINTY PROPAGATION OF ATOMISTICALLY INFORMED CONTINUUM CONSTITUTIVE LAWS, PART 2: GENERALIZED CONTINUUM MODELS BASED ON GAUSSIAN PROCESSES Maher Salloum, Jeremy A. Templeton

Maher Salloum
Sandia National Laboratories, 7011 East Avenue, MS 9158, Livermore, California 94550, USA

Jeremy A. Templeton
Sandia National Laboratories, 7011 East Avenue, MS 9409, Livermore, California 94550, USA

171-184 pages
DOI: 10.1615/Int.J.UncertaintyQuantification.2014008154

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