Estimating reaction parameters in mechanism-enabled population balance models of nanoparticle size distributions: A Bayesian inverse problem approach.
Danny K. LongWolfgang BangerthDerek R. HandwerkChristopher B. WhiteheadPatrick D. ShipmanRichard G. FinkePublished in: J. Comput. Chem. (2022)
Keyphrases
- free parameters
- maximum likelihood
- parameter estimation
- prior distribution
- prior knowledge
- parametric models
- gaussian processes
- hyperparameters
- bayesian inference
- bayesian methods
- bayesian framework
- computational model
- weibull distribution
- window size
- population size
- chemical reaction
- gibbs random field
- autoregressive
- random fields
- parameter settings
- parameter values
- statistical models
- random variables
- model selection
- probability distribution
- probabilistic model