9 citations · 13 across the 4 of their papers we have counts for
Showing physics.flu-dynShow all
2 papers · 1 filter
physics.flu-dyn2020★ 1 cited
Parameter Estimation for RANS Models Using Approximate Bayesian Computation
Olga A. Doronina, Scott M. Murman, Peter E. Hamlington
We use approximate Bayesian computation (ABC) to estimate unknown parameter values, as well as their uncertainties, in Reynolds-averaged Navier-Stokes (RANS) simulations of turbule…
physics.flu-dyn2020
Parameter Estimation for Subgrid-Scale Models Using Markov Chain Monte Carlo Approximate Bayesian Computation
Olga A. Doronina, Colin A. Z. Towery, Peter E. Hamlington
We use approximate Bayesian computation (ABC) combined with an "improved" Markov chain Monte Carlo (IMCMC) method to estimate posterior distributions of model parameters in subgrid…