Survey Of Sampling Based Methods For Uncertainty And Sensitivity Analysis
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Survey Of Sampling Based Methods For Uncertainty And Sensitivity Analysis
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Author : Jon C. Helton
language : en
Publisher:
Release Date : 2006
Survey Of Sampling Based Methods For Uncertainty And Sensitivity Analysis written by Jon C. Helton and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Hypercube categories.
Survey Of Sampling Based Methods For Uncertainty And Sensitivity Analysis
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Author : Jon Craig Helton
language : en
Publisher:
Release Date : 2006
Survey Of Sampling Based Methods For Uncertainty And Sensitivity Analysis written by Jon Craig Helton and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with categories.
Sampling-based methods for uncertainty and sensitivity analysis are reviewed. The following topics are considered: (1) Definition of probability distributions to characterize epistemic uncertainty in analysis inputs, (2) Generation of samples from uncertain analysis inputs, (3) Propagation of sampled inputs through an analysis, (4) Presentation of uncertainty analysis results, and (5) Determination of sensitivity analysis results. Special attention is given to the determination of sensitivity analysis results, with brief descriptions and illustrations given for the following procedures/techniques: examination of scatterplots, correlation analysis, regression analysis, partial correlation analysis, rank transformations, statistical tests for patterns based on gridding, entropy tests for patterns based on gridding, nonparametric regression analysis, squared rank differences/rank correlation coefficient test, two dimensional Kolmogorov-Smirnov test, tests for patterns based on distance measures, top down coefficient of concordance, and variance decomposition.
Survey Of Sampling Based Methods For Uncertainty And Sensitivity Analysis
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Author : Sandia national laboratories (Etats-Unis).
language : en
Publisher:
Release Date : 2006
Survey Of Sampling Based Methods For Uncertainty And Sensitivity Analysis written by Sandia national laboratories (Etats-Unis). and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with categories.
A Sampling Based Computational Strategy For The Representation Of Epistemic Uncertainty In Model Predictions With Evidence Theory
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Author : Jon C. Helton
language : en
Publisher:
Release Date : 2006
A Sampling Based Computational Strategy For The Representation Of Epistemic Uncertainty In Model Predictions With Evidence Theory written by Jon C. Helton and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Dempster-Shafer theory categories.
Computational Methods In Transport Verification And Validation
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Author : Frank Graziani
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-08-09
Computational Methods In Transport Verification And Validation written by Frank Graziani and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-08-09 with Science categories.
The focus of this book deals with a cross cutting issue affecting all transport disciplines, whether it be photon, neutron, charged particle or neutrino transport. That is, verification and validation. In this book, we learn what the astrophysicist, atmospheric scientist, mathematician or nuclear engineer do to assess the accuracy of their code. What convergence studies, what error analysis, what problems do each field use to ascertain the accuracy of their transport simulations.
Frontiers Of Green Building Materials And Civil Engineering
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Author : Dong Ye Sun
language : en
Publisher: Trans Tech Publications Ltd
Release Date : 2011-07-27
Frontiers Of Green Building Materials And Civil Engineering written by Dong Ye Sun and has been published by Trans Tech Publications Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-07-27 with Technology & Engineering categories.
Selected, peer reviewed papers from the 2011 International Conference on Green Building, Materials and Civil Engineering, (GBMCE 2011), Shangri-La, China, August 22-23, 2011
The Design And Analysis Of Computer Experiments
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Author : Thomas J. Santner
language : en
Publisher: Springer
Release Date : 2019-01-08
The Design And Analysis Of Computer Experiments written by Thomas J. Santner and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-01-08 with Mathematics categories.
This book describes methods for designing and analyzing experiments that are conducted using a computer code, a computer experiment, and, when possible, a physical experiment. Computer experiments continue to increase in popularity as surrogates for and adjuncts to physical experiments. Since the publication of the first edition, there have been many methodological advances and software developments to implement these new methodologies. The computer experiments literature has emphasized the construction of algorithms for various data analysis tasks (design construction, prediction, sensitivity analysis, calibration among others), and the development of web-based repositories of designs for immediate application. While it is written at a level that is accessible to readers with Masters-level training in Statistics, the book is written in sufficient detail to be useful for practitioners and researchers. New to this revised and expanded edition: • An expanded presentation of basic material on computer experiments and Gaussian processes with additional simulations and examples • A new comparison of plug-in prediction methodologies for real-valued simulator output • An enlarged discussion of space-filling designs including Latin Hypercube designs (LHDs), near-orthogonal designs, and nonrectangular regions • A chapter length description of process-based designs for optimization, to improve good overall fit, quantile estimation, and Pareto optimization • A new chapter describing graphical and numerical sensitivity analysis tools • Substantial new material on calibration-based prediction and inference for calibration parameters • Lists of software that can be used to fit models discussed in the book to aid practitioners
Reactor Physics Methods And Applications
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Author : Tengfei Zhang
language : en
Publisher: Frontiers Media SA
Release Date : 2022-06-29
Reactor Physics Methods And Applications written by Tengfei Zhang and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-29 with Technology & Engineering categories.
Advanced Decision Making Methods And Applications In System Safety And Reliability Problems
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Author : He Li
language : en
Publisher: Springer Nature
Release Date : 2022-07-09
Advanced Decision Making Methods And Applications In System Safety And Reliability Problems written by He Li and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-07-09 with Technology & Engineering categories.
This book reviews and presents several approaches to advanced decision-making models for safety and risk assessment. Each introduced model provides case studies indicating a high level of efficiency, robustness, and applicability, which allow readers to utilize them in their understudy risk-based assessment applications. The book begins by introducing a novel dynamic DEMATEL for improving safety management systems. It then progresses logically, dedicating a chapter to each approach, including advanced FMEA with probabilistic linguistic preference relations, Bayesian Network approach and interval type-2 fuzzy set, advanced TOPSIS with spherical fuzzy set, and advanced BWM with neutrosophic fuzzy set and evidence theory. This book will be of interest to professionals and researchers working in the field of system safety and reliability and postgraduate and undergraduate students studying applications of decision-making tools and expert systems.
Sensitivity In Risk Analyses With Uncertain Numbers
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Author : Scott Ferson
language : en
Publisher:
Release Date : 2006
Sensitivity In Risk Analyses With Uncertain Numbers written by Scott Ferson and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Dempster-Shafer theory categories.