Monte Carlo ensembles

Uncertainty quantification is incorporated at a fundamental level in Aether by making Monte Carlo ensemble simulations standard. Users can specify a default range of acceptable parameters, coefficient, rates, and drivers.

Users can modify the ensemble input by specifying which parameters, coefficients, rates, and driver indices they would like to vary and how many ensemble members they would like to create.

Post processing codes store raw ensemble members, create mean states, standard deviations, and statistical analyses that provide confidence levels.