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This empirical modeling technique and the comparisons with the models NRLMSIS-00 and Jacchia-Bowman 2008 reveal (1) the capability of neural networks to model the relationship between solar and geomagnetic activities, and density variations; and (2) the merits and demerits of ap and Dst when it comes to characterizing density variations during storms.
Response surface methodology is an empirical modeling technique used to evaluate the relationship between a set of controllable experimental factors and the observed results.
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His lab's "empirical dynamic modeling" techniques use time-series data to look at the invisible ways these complicated systems are connected: like plucking one string out of a jumbled network and seeing which other strings echo back.
Mutations to modulate increase as well as decrease binding of IFN- γ-Rx to IFN- γ were searched for at the receptor residues forming the interface with IFN- γ and the interface receptor residues were subjected to computational mutational analysis by a modeling technique based on empirical force field.
Modeling phase involves the selection of the modeling technique and the estimation of model's parameters.
However, these models vary largely in modeling technique, explanatory variables considered and its coefficients.
The modeling technique is based on the empirical formulation of the ionospheric storm variations in respect to interplanetary magnetic field (IMF) disturbances, on the determination of the type and the amplitude of the ionospheric response in each local time sector as well as on the estimation of the time delay of the ionospheric disturbance onset in respect to the storm onset disturbances.
Although not clearly marked in Table 1, note that the modeled process from level 1 feeds into the modeling technique for level 2, and the modeled process from level 2 feeds into the modeling technique for level 3.
The modeling technique used is based on a two-layer empirical orthogonal function (EOF) expansion.
It is more of a modeling technique and a language for the description of models than a specific model.
"With this modeling technique we can actually remove the bits of the building that have been added and take it back to its original pre-collapse state".
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