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It was demonstrated that inverting parameters at representative sites belonging to the same class can significantly reduce parameter calibration efforts.
Attempts to further reduce parameter uncertainty by including the measured evapotranspiration data into the joint calibration procedure were unsuccessful.
The paper concludes with a set of recommended design measures to reduce parameter correlation in terrestrial laser scanner self-calibration.
The posterior probability distribution of input parameters is efficiently inferred from the prescribed prior distribution using observed head data, demonstrating that the presented BMARS-based Bayesian framework is an efficient tool to reduce parameter uncertainties of a groundwater system.
Various telescoping functions were considered, including a linear scaling of the bounds, and four nonlinear scaling functions that more aggressively reduce parameter bounds either early or late in the optimization.
It has parsimonious model parameters, which can reduce parameter interaction and uncertainty and low requirement on inputs.
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We next conducted factor analysis to reduce parameters to those with the greatest effect on connection shear strength.
The idea is to reduce parameters which are already considered speaker-dependent as much as possible and then to put the effort to estimate the remaining parameters.
For example, the heat map of Fig. 1 is used to reduce parameters that relate to data activity functionality of the device.
However, this did not further reduce parameters of lung injury.
The binding kinetics can be reduced to a three state model to reduce parameters, as binding at each location is cooperative.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com