Approximate Bayesian model inversion for PDEs with heterogeneous and state-dependent coefficients.
David A. Barajas-SolanoAlexandre M. TartakovskyPublished in: J. Comput. Phys. (2019)
Keyphrases
- bayesian model
- state dependent
- steady state
- bayesian inference
- bayesian framework
- optimal policy
- queueing networks
- queue length
- conditional probabilities
- stationary distribution
- markov chain
- posterior distribution
- single server
- wavelet coefficients
- arrival rate
- image denoising
- multi task learning
- prior knowledge
- asymptotically optimal
- image processing
- higher order
- random walk
- probability distribution
- probabilistic model
- denoising
- image reconstruction