The technique is capable of both constraining
the optimal parameters of these models as well as statistically selecting the best model from a set.
Not exact matches
Changing any architectural or compositional
parameter adjusts the entire
model as the user seeks the
optimal psi, a quantification
of its ability to avoid catastrophic failure.
A detailed reanalysis is presented
of a «Bayesian» climate
parameter study (Forest et al., 2006) that estimates climate sensitivity (ECS) jointly with effective ocean diffusivity and aerosol forcing, using
optimal fingerprints to compare multi-decadal observations with simulations by the MIT 2D climate
model at varying settings
of the three climate
parameters.
Climate
models are tuned, but not tuned using a strategy expected to produce a globally
optimal set
of parameters.
Calibration and tuning
of coupled Human — Earth System
models, as indicated above, could take advantage
of optimal parameter estimation using advanced Data Assimilation, rather than following the more traditional approach
of tuning individual
parameters or estimating them from available observations.
The architects accept that the project is not an alternative city
model, but more
of an intermediate solution: even duplicating the existing density, the houses wouldn't be enough to reach the
optimal parameters of a sustainable city.