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These models optimize the local value of the model coefficients based on the dynamics of the resolved scales.
'Closed-loop' optimization can be performed through frequent repetition of the optimization during the producing life of the field in combination with updating the of the model coefficients based on production measurements.
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This technique also allows for the identification of a best model and creates regression coefficients based on all the possible models (model-averaged coefficients), which are more robust than typical regression coefficients.
Interpretation of the model coefficients was based on effect estimation rather than hypothesis testing [ 41].
Priors for model coefficients were based on a normal distribution (with a mean of 0.5 and a precision of 5e-04).
The determination of the model coefficients is based on the estimation of the correlation matrix R ij.
The original 1-D model with highly oscillating coefficients based on the Rayleigh beam theory with von Karman-type nonlinearity is converted into a system of differential equations with constant coefficients.
Gaussian models incorporate two dispersion coefficients based on the standard deviations of the horizontal and vertical Gaussian distributions of the downwind plume dispersion (Masters 1998).
Table 1 shows that uncertainty coefficients based on models from the cohort of miners are lower than those based on models from joint analyses of general population case-control studies.
The correlation between diet and urinary cadmium increased to r = 0.54 when using a one-compartment model with individual gastrointestinal cadmium absorption coefficients based on the women's iron status.
The objective of this paper is to present equations for these coefficients based on physical models and valid for systems in wide ranges of solubilities and supersaturations.
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CEO of Professional Science Editing for Scientists @ prosciediting.com