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Table of Contents
Uncertainty Quantification in Scientific Computing
Andrew M. Dienstfrey, Ronald F. Boisvert (Eds.)
Front Matter

UQ Need: Risk, Policy, and Decision Making


Uncertainties Using Genomic Information for Evidence-Based Decisions
Pasky Pascual
1-14
Considerations of Uncertainty in Regulatory Decision Making
Mark Cunningham
15-26
An Industrial Viewpoint on Uncertainty Quantification in Simulation: Stakes, Methods, Tools, Examples
Alberto Pasanisi, Anne Dutfoy
27-45
Living with Uncertainty
Patrick Gaffney
46-59
Uncertainty and Sensitivity Analysis: From Regulatory Requirements to Conceptual Structure and Computational Implementation
Jon Helton, Cédric Sallaberry
60-77

UQ Theory


Bayes Linear Analysis for Complex Physical Systems Modeled by Computer Simulators
Michael Goldstein
78-94
Verified Computation with Probabilities
Scott Ferson, Jack Siegrist
95-122
Defects, Scientific Computation and the Scientific Method
Les Hatton
123-138
Parametric and Uncertainty Computations with Tensor Product Representations
Hermann Matthies, Alexander Litvinenko, Oliver Pajonk, Bojana Rosić, Elmar Zander
139-150

UQ Tools


Using Emulators to Estimate Uncertainty in Complex Models
Peter Challenor
151-164
Measuring Uncertainty in Scientific Computation Using Numerica 21’s Test Harness
Brian Smith
165-179

UQ Practice


Numerical Aspects in the Evaluation of Measurement Uncertainty
Maurice Cox, Alistair Forbes, Peter Harris, Clare Matthews
180-194
Model-Based Interpolation, Prediction, and Approximation
Antonio Possolo
195-211
Uncertainty Quantification for Turbulent Mixing Flows: Rayleigh-Taylor Instability
T. Kaman, R. Kaufman, J. Glimm, D. Sharp
212-225
From Quantification to Visualization: A Taxonomy of Uncertainty Visualization Approaches
Kristin Potter, Paul Rosen, Chris Johnson
226-249
Efficient Computation of Observation Impact in 4D-Var Data Assimilation
Alexandru Cioaca, Adrian Sandu, Eric Sturler, Emil Constantinescu
250-264
Interval Based Finite Elements for Uncertainty Quantification in Engineering Mechanics
Rafi Muhanna, Robert Mullen
265-279
Reducing the Uncertainty When Approximating the Solution of ODEs
Wayne Enright
280-293

Hot Topics


Uncertainties in Predictions of Material Performance Using Experimental Data That Is Only Distantly Related to the System of Interest
Wayne King, Athanasios Arsenlis, Charles Tong, William Oberkampf
294-311
A Note on Uncertainty in Real-Time Analytics
Mladen Vouk
312-318

 

 


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