Combination of "generalized Trotter operator splitting" and "quadratic adaptive algorithm" method for tradeoff among speedup, stability, and accuracy in the Markov chain model of sodium ion channels in the ventricular cell model.
Xing-Ji ChenChing-Hsing LuoMin-Hung ChenPublished in: Medical Biol. Eng. Comput. (2020)
Keyphrases
- markov model
- probabilistic model
- objective function
- monte carlo simulation
- markov chain
- dynamic programming
- monte carlo method
- prior knowledge
- em algorithm
- learning algorithm
- probability distribution
- bayesian framework
- monte carlo
- parameter estimation
- transition matrix
- prior information
- high order
- high resolution
- steady state
- generative model
- bayesian inference
- higher order
- transition probabilities
- map estimation
- variational methods
- multiscale
- bayesian networks