Bayesian uncertainty quantification and propagation for validation of a microstructure sensitive model for prediction of fatigue crack initiation.
Saikumar R. YeratapallyMichael G. GlavicicChristos ArgyrakisMichael D. SangidPublished in: Reliab. Eng. Syst. Saf. (2017)
Keyphrases
- mathematical model
- prediction model
- probabilistic model
- computational model
- financial time series
- decision theory
- predictive model
- experimental data
- management system
- cost function
- propagation model
- bayesian estimation
- prior knowledge
- objective function
- model validation
- high level
- bayesian model
- decision theoretic
- conceptual model
- statistical model
- prediction accuracy
- parameter estimation
- probability distribution