Uncertainty Quantification in Scientific Computing: 10th IFIP WG 2.5 Working Conference, WoCoUQ 2011, Boulder, CO, USA, August 1-4, 2011, Revised Selected Papers

Front Matter....Pages -
Uncertainties Using Genomic Information for Evidence-Based Decisions....Pages 1-14
Considerations of Uncertainty in Regulatory Decision Making....Pages 15-26
An Industrial Viewpoint on Uncertainty Quantification in Simulation: Stakes, Methods, Tools, Examples....Pages 27-45
Living with Uncertainty....Pages 46-59
Uncertainty and Sensitivity Analysis: From Regulatory Requirements to Conceptual Structure and Computational Implementation....Pages 60-77
Bayes Linear Analysis for Complex Physical Systems Modeled by Computer Simulators....Pages 78-94
Verified Computation with Probabilities....Pages 95-122
Defects, Scientific Computation and the Scientific Method....Pages 123-138
Parametric and Uncertainty Computations with Tensor Product Representations....Pages 139-150
Using Emulators to Estimate Uncertainty in Complex Models....Pages 151-164
Measuring Uncertainty in Scientific Computation Using Numerica 21’s Test Harness....Pages 165-179
Numerical Aspects in the Evaluation of Measurement Uncertainty....Pages 180-194
Model-Based Interpolation, Prediction, and Approximation....Pages 195-211
Uncertainty Quantification for Turbulent Mixing Flows: Rayleigh-Taylor Instability....Pages 212-225
From Quantification to Visualization: A Taxonomy of Uncertainty Visualization Approaches....Pages 226-249
Efficient Computation of Observation Impact in 4D-Var Data Assimilation....Pages 250-264
Interval Based Finite Elements for Uncertainty Quantification in Engineering Mechanics....Pages 265-279
Reducing the Uncertainty When Approximating the Solution of ODEs....Pages 280-293
Uncertainties in Predictions of Material Performance Using Experimental Data That Is Only Distantly Related to the System of Interest....Pages 294-311
A Note on Uncertainty in Real-Time Analytics....Pages 312-318
Back Matter....Pages -