Uncertainty quantification (UQ) is the science of quantitative characterization and estimation of uncertainties in both computational and real world applications...
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Statistical mechanics Subjective logic Uncertainty quantification Uncertainty tolerance Volatility, uncertainty, complexity and ambiguity Peter Norvig;...
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Quantification of Margins and Uncertainty (QMU) is a decision support methodology for complex technical decisions. QMU focuses on the identification,...
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Experimental uncertainty analysis Interval finite element Measurement uncertainty Numerical stability Probability bounds analysis Uncertainty quantification Random-fuzzy...
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practice is uncertainty analysis, which has a greater focus on uncertainty quantification and propagation of uncertainty; ideally, uncertainty and sensitivity...
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The uncertainty principle, also known as Heisenberg's indeterminacy principle, is a fundamental concept in quantum mechanics. It states that there is...
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Uncertainty Uncertainty quantification Random-fuzzy variable JCGM 100:2008. Evaluation of measurement data – Guide to the expression of uncertainty in...
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Least squares (section Uncertainty quantification)
important application is in data fitting. When the problem has substantial uncertainties in the independent variable (the x variable), then simple regression...
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LineLab (section Uncertainty quantification)
determined (epistemic uncertainty), and stochastic inputs, such as variation of process time (stochastic or aleatoric uncertainty). The software uses uncertain...
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other words, uncertainty analysis aims to make a technical contribution to decision-making through the quantification of uncertainties in the relevant...
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Conformal prediction (CP) is a machine learning framework for uncertainty quantification that produces statistically valid prediction regions (prediction...
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cross-cultural psychology, uncertainty avoidance is how cultures differ on the amount of tolerance they have of unpredictability. Uncertainty avoidance is one of...
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Society for Industrial and Applied Mathematics (redirect from SIAM/ASA Journal on Uncertainty Quantification)
Optimization Orthogonal Polynomials and Special Functions Supercomputing Uncertainty Quantification SIAM publishes 18 research journals: SIAM Journal on Applied Mathematics...
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probabilistic uncertainty in the parameters of a system. In particular, PCE has been used as a surrogate model to facilitate uncertainty quantification analyses...
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better. Importantly the NLPD assesses the quality of the model's uncertainty quantification. It is used for both regression and classification. To compute:...
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simulation, computer experiments are used to perform inference such as uncertainty quantification. A model consists of the equations used to capture the behavior...
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Fidelity". International Journal for Uncertainty Quantification. 4 (5): 365–386. doi:10.1615/Int.J.UncertaintyQuantification.2014006914. ISSN 2152-5080. S2CID 14157948...
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uncertainty quantification and has been editor of the Handbook of Uncertainty Quantification and the SIAM/ASA Journal on Uncertainty Quantification....
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List of American Society of Mechanical Engineers academic journals (redirect from Journal of Verification, Validation and Uncertainty Quantification)
validation, and uncertainty quantification". The ISSN Portal. Retrieved 2024-06-23. "Journal of verification, validation, and uncertainty quantification". The ISSN...
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optimization, adjoint solvers are now finding more and more use in uncertainty quantification. An adjoint solver allows one to compute the gradient of the quantity...
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approach to uncertainty quantification with application to supersonic nozzle thrust. International Journal for Uncertainty Quantification 2 (4): 363–81...
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to: Urumqi Airlines (IATA code UQ) Ubiquinone, or coenzyme Q Uncertainty quantification Universal Queue, a concept in contact center design Université...
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for fluids in complex geometries, general polynomial chaos for uncertainty quantification, and the Sturm-Liouville theory for partial differential equations...
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equations are used in wing shape optimization, fluid flow control and uncertainty quantification. Consider the following linear, scalar advection-diffusion equation...
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Fidelity". International Journal for Uncertainty Quantification. 4 (5): 365–386. doi:10.1615/Int.J.UncertaintyQuantification.2014006914. ISSN 2152-5080. S2CID 14157948...
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many purposes in mind. Some of those include: Uncertainty quantification: Characterize the uncertainty present in a computer simulation arising from unknowns...
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He authored a series of reports that have been influential in uncertainty quantification for engineering risk assessment and design problems. "Ferson,...
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mathematician known for his contributions in computational mechanics and uncertainty quantification. He is Full Professor at the Laboratoire Modélisation et Simulation...
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estimate obtained by the first-order second moment (F.O.S.M.) uncertainty quantification technique which was state of the art in the 1980s. In order for...
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Prognostics (section Uncertainty in prognostics)
parameters induce uncertainty which should be considered in the definition of the failure threshold. Examples of uncertainty quantification can be found in...
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