Conditional deep generative models as surrogates for spatial field solution reconstruction with quantified uncertainty in Structural Health Monitoring applications.
Nicholas E. SilionisTheodora LiangouKonstantinos N. AnyfantisPublished in: CoRR (2023)
Keyphrases
- generative model
- mixture model
- probabilistic model
- discriminative learning
- hierarchical hidden markov models
- conditional probabilities
- conditional random fields
- spatial information
- em algorithm
- prior knowledge
- discriminative models
- object categories
- representational power
- generative and discriminative models
- topic models
- training data
- hidden variables
- semi supervised
- deep belief networks