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Probabilistic risk assessment based model validation method using Bayesian network
13 references·14 citing·41 second hop
Probabilistic risk assessment based model validation method using Bayesian network (2017)Probabilistic risk assessment based model…Safety analysis in process facilities: Comparison of fault tree and Bayesian network approaches (2011)Safety analysis in process fa…A comprehensive framework for verification, validation, and uncertainty quantification in scientific computing (2011)A comprehensive framework for…Validation of imprecise probability models (2009)Validation of imprecise proba…Model validation and predictive capability for the thermal challenge problem (2007)Model validation and predicti…Computational methods for model reliability assessment (2007)Computational methods for mod…A Framework for Validation of Computer Models (2007)A Framework for Validation of…A Design-Driven Validation Approach Using Bayesian Prediction Models (2007)A Design-Driven Validation Ap…Measures of agreement between computation and experiment: Validation metrics (2006)Measures of agreement between…Bayesian analysis of computer code outputs: A tutorial (2006)Bayesian analysis of computer…Model Validation via Uncertainty Propagation and Data Transformations (2004)Model Validation via Uncertai…Improving the analysis of dependable systems by mapping fault trees into Bayesian networks (2001)Improving the analysis of dep…An efficient method for parametric uncertainty analysis of numerical geophysical models (1997)An efficient method for param…A fast and efficient response surface approach for structural reliability problems (1990)A fast and efficient response…Creating an incident investigation framework for a complex socio-technical system: Application of multi-label text classification and Bayesian network structure learning (2025)Creating an incident investig…Computationally efficient Complete-Sampling-based fault tree analyses for seismic probabilistic safety assessment of nuclear facilities (2024)Computationally efficient Com…A novel dynamic risk assessment method for the petrochemical industry using bow-tie analysis and Bayesian network analysis method based on the methodological framework of ARAMIS project (2023)A novel dynamic risk assessme…Quantitative Risk Analysis on Rail Transportation of Hazardous Materials (2022)Quantitative Risk Analysis on…Evaluating the criticality of the product development project portfolio network from the perspective of risk propagation (2022)Evaluating the criticality of…Simple method based on sensitivity coefficient for stochastic uncertainty analysis in probabilistic risk assessment (2021)Simple method based on sensit…Research on rapid source term estimation in nuclear accident emergency decision for pressurized water reactor based on Bayesian network (2021)Research on rapid source term…Dynamic reliability analysis framework using fault tree and dynamic Bayesian network: A case study of NPP (2021)Dynamic reliability analysis …Application of Risk-Informed Validation Framework to a Flooding Scenario (2021)Application of Risk-Informed …Unified Framework and Survey for Model Verification, Validation and Uncertainty Quantification (2020)Unified Framework and Survey …Quantitative Assessment of Safety and Health Risks in HAZMAT Road Transport Using a Hybrid Approach: A Case Study in Tehran (2020)Quantitative Assessment of Sa…Risk informed validation framework for external flooding scenario (2019)Risk informed validation fram…Novel model calibration method via non-probabilistic interval characterization and Bayesian theory (2018)Novel model calibration metho…Development of network-based probabilistic safety assessment: A tool for risk analyst for nuclear facilities (2018)Development of network-based …A new look at the response surface approach for reliability analysis (1993)Response Surface Methodology (1996)Moment methods for structural reliability (2001)Application of kriging method to structural reliability problems (2004)Design and Analysis of Computer Experiments (1989)Verification, Validation, and Confirmation of Numerical Models in the Earth Sciences (1994)A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)Calibration, validation, and sensitivity analysis: What's what (2006)Quantification of Model Uncertainty: Calibration, Model Discrepancy, and Identifiability (2012)The Proof and Measurement of Association between Two Things (1904)The earth is round (p < .05). (1994)Practical Significance: A Concept Whose Time Has Come (1996)Selection of model discrepancy priors in Bayesian calibration (2014)Integration of model verification, validation, and calibration for uncertainty quantification in engineering systems (2015)Review of statistical model calibration and validation—from the perspective of uncertainty structures (2019)A mathematical theory of evidence (1977)Stochastic Finite Elements: A Spectral Approach (1991)Verification and Validation in Computational Science and Engineering (1998)Adaptive kriging-based efficient reliability method for structural systems with multiple failure modes and mixed variables (2019)Modeling, analysis, and optimization under uncertainties: a review (2021)An Introduction to Error Analysis (1982)An Introduction to Error Analysis: The Study of Uncertainties in Physical Measurements (1998)A better understanding of model updating strategies in validating engineering models (2008)Toward a Better Understanding of Model Validation Metrics (2011)The Design and Analysis of Computer Experiments (2003)Probabilistic Sensitivity Analysis of Complex Models: A Bayesian Approach (2004)A combined Importance Sampling and Kriging reliability method for small failure probabilities with time-demanding numerical models (2012)DiceKriging , DiceOptim : Two R Packages for the Analysis of Computer Experiments by Kriging-Based Metamodeling and Optimization (2012)An overview of methods to evaluate uncertainty of deterministic models in decision support (2014)The American society of mechanical engineers (1902)CHAPMAN AND HALL (1985)Empirical Model Building and Response Surfaces (1988)Quantitative model validation techniques: New insights (2012)A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (1979)Uncertainty Analysis of Transport-Transformation Models (1999)Efficient Collocational Approach for Parametric Uncertainty Analysis (2007)Probabilistic collocation method for flow in porous media: Comparisons with other stochastic methods (2007)Fault tree analysis: A survey of the state-of-the-art in modeling, analysis and tools (2015)Methods and models in process safety and risk management: Past, present and future (2015)Dynamic safety analysis of process systems by mapping bow-tie into Bayesian network (2012)Quantitative risk analysis of offshore drilling operations: A Bayesian approach (2013)
this work references cited by second hop

References

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  • 2011Safety analysis in process facilities: Comparison of fault tree and Bayesian network approaches768 cited
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Cited by

  • 2023A novel dynamic risk assessment method for the petrochemical industry using bow-tie analysis and Bayesian network analysis method based on the methodological framework of ARAMIS project

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74 cited
  • 2020Unified Framework and Survey for Model Verification, Validation and Uncertainty Quantification71 cited
  • 2021Dynamic reliability analysis framework using fault tree and dynamic Bayesian network: A case study of NPP47 cited
  • 2020Quantitative Assessment of Safety and Health Risks in HAZMAT Road Transport Using a Hybrid Approach: A Case Study in Tehran36 cited
  • 2018Novel model calibration method via non-probabilistic interval characterization and Bayesian theory35 cited
  • 2022Quantitative Risk Analysis on Rail Transportation of Hazardous Materials35 cited
  • 2022Evaluating the criticality of the product development project portfolio network from the perspective of risk propagation24 cited
  • 2019Risk informed validation framework for external flooding scenario18 cited
  • 2024Computationally efficient Complete-Sampling-based fault tree analyses for seismic probabilistic safety assessment of nuclear facilities17 cited
  • 2021Research on rapid source term estimation in nuclear accident emergency decision for pressurized water reactor based on Bayesian network16 cited
  • 2021Simple method based on sensitivity coefficient for stochastic uncertainty analysis in probabilistic risk assessment15 cited
  • 2025Creating an incident investigation framework for a complex socio-technical system: Application of multi-label text classification and Bayesian network structure learning14 cited
  • 2018Development of network-based probabilistic safety assessment: A tool for risk analyst for nuclear facilities14 cited
  • 2021Application of Risk-Informed Validation Framework to a Flooding Scenario9 cited