Dual Bayesian inference for risk-informed vibration-based damage diagnosis.
Seyed Omid SajediXiao LiangPublished in: Comput. Aided Civ. Infrastructure Eng. (2021)
Keyphrases
- bayesian inference
- fault diagnosis
- damage detection
- probabilistic model
- risk analysis
- prior information
- hyperparameters
- hierarchical bayesian
- risk management
- bayesian model
- statistical inference
- variational bayes
- risk factors
- fault detection
- variational inference
- probabilistic modeling
- gibbs sampler
- expectation propagation
- prior distribution
- markov chain monte carlo
- risk assessment
- model based diagnosis
- damage assessment
- variational approximation
- search algorithm
- weighted model counting
- bayesian models
- natural disasters
- particle filter
- state space
- prior knowledge