Facilitating Bayesian analysis of combustion kinetic models with artificial neural network
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DOI: 10.1016/j.combustflame.2019.11.035
Abstract: Abstract Bayesian analysis provides a framework for the inverse uncertainty quantification (UQ) of combustion kinetic models. As the workhorse of the Bayesian approach, the Markov chain Monte Carlo (MCMC) methods, however, incur a substantial computational… read more here.
Keywords: ann mcmc; combustion; surrogate; bayesian analysis ... See more keywords