A maximum likelihood method for linking particle-in-cell and Monte-Carlo transport simulations.
Kevin J. BowersBarbara G. DevolderLin YinThomas J. T. KwanPublished in: Comput. Phys. Commun. (2004)
Keyphrases
- monte carlo
- monte carlo simulation
- maximum likelihood
- simulation study
- monte carlo method
- objective function
- importance sampling
- parameter estimation
- em algorithm
- gaussian distribution
- monte carlo methods
- adaptive sampling
- expectation maximization
- particle filter
- markov chain monte carlo
- computational cost
- learning algorithm