Uncertainty Modeling Publications

Publications in Uncertainty Modeling

Explore the most influential research papers and scholarly works that have shaped Uncertainty Modeling. Use the concept filter below to focus on a specific sub-area of research.

Uncertainty Modeling

11.1K

Publications

687.9K

Citations

Showing yearly statistics from 2000-2026.

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	Year	Citations
Risk, Ambiguity, and the Savage Axioms Daniel Ellsberg The Quarterly Journal of Economics EngineeringBehavioral Decision MakingUncertainty EvaluationRisk AnalysisUncertainty Modeling	1961	7.8K
Design and Analysis of Computer Experiments Jerome Sacks, William J. Welch, Toby J. Mitchell, Statistical Science EngineeringMachine LearningExperimental TechnologyOptimal Experimental DesignSimulation	1989	6.9K
Describing Uncertainty in Single Sample Experiments S. J. Kline Mechanical Engineering EngineeringUncertainty ModelingUncertainty QuantificationUncertainty EvaluationMeasurement	1953	6.6K
GUIDE TO THE EXPRESSION OF UNCERTAINTY IN MEASUREMENT Saudi Standard ReliabilityEngineeringUncertainty ModelingUncertainty QuantificationUncertainty Evaluation	2006	6.5K
The future of distributed models: Model calibration and uncertainty prediction K. Beven, Andrew Binley Hydrological Processes Hydrological PredictionEngineeringHydrologic EngineeringUncertainty ModelingEarth Science	1992	4.6K
Bayesian model averaging: a tutorial (with comments by M. Clyde, David Draper and E. I. George, and a rejoinder by the authors Jennifer A. Hoeting, David Madigan, Adrian E. Raftery, Statistical Science Bayesian StatisticBayesian Decision TheoryE. I. GeorgeEngineeringStatistical Averaging	1999	4.1K
Bayesian Calibration of Computer Models Marc C. Kennedy, Anthony O’Hagan Journal of the Royal Statistical Society Series B (Statistical Methodology) Bayesian StatisticBayesian CalibrationEngineeringUncertain DataUncertainty Formalism	2001	4.1K
Procedure for Estimation and Reporting of Uncertainty Due to Discretization in CFD Applications Journal of Fluids Engineering Numerical AnalysisEngineeringMeasurementFluid MechanicsCfd Related Publications	2008	4K
<i>An Introduction to Error Analysis: The Study of Uncertainties in Physical Measurements</i> John R. Taylor, William O. Thompson Physics Today ReliabilityMeasurement TheoryUncertainty (Quantum Physics)Error AnalysisEngineering	1998	2.7K
Evaluation of measurement data — Guide to the expression of uncertainty in measurement Measurement TheoryUncertainty (Quantum Physics)EngineeringUncertainty ModelingUncertainty Quantification	2008	2.7K
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Yarin Gal, Zoubin Ghahramani arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningAi FoundationUncertainty Formalism	2015	2.6K
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? Alex Kendall, Yarin Gal arXiv (Cornell University) Convolutional Neural NetworkEngineeringMachine LearningDepth MapUncertain Data	2017	2.5K

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