Bayesian backcalculation of pavement properties using parallel transitional Markov chain Monte Carlo.
Keaton ColettiRyan C. RomeoR. Benjamin DavisPublished in: Comput. Aided Civ. Infrastructure Eng. (2024)
Keyphrases
- markov chain monte carlo
- posterior distribution
- parameter estimation
- markov chain
- posterior probability
- bayesian inference
- generative model
- monte carlo
- markov chain monte carlo sampling
- fully bayesian
- particle filter
- latent variables
- approximate inference
- bayesian networks
- maximum likelihood
- particle filtering
- probability distribution
- hyperparameters
- model selection
- simulated annealing
- higher order
- state space
- probabilistic model
- evolutionary algorithm
- feature selection