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It becomes very important to optimize the scale parameter adaptively.
Initial MCMC test runs consisted of 10 million generations to optimize the scale factors of the prior function.
A first run of 10 million generations was first performed to optimize the scale factors of the prior function.
Each analysis was repeated several times to optimize the scale factors until there were no suggesting messages in the log file.
This results in a low positive number that can be tweaked from experiment to experiment to optimize the scale and dynamic range.
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Moreover, the possibility to track lipid production in real time is highly desirable to support the initial screening of strains and media as well as to optimize the scaling up experiments, which are essential for a viable and successful development of an industrial production process.
We presented a method to find both the edges and the corresponding weights in order to optimize the small scale network algebraic connectivity, which is a measure for robustness.
The model, based on the Van't Hoff equation, the linear solvent strength correlation, and an analytical solution of the mass balance on a chromatographic column describing peptide retention in gradient conditions is used to optimize the analytical scale separation between components in a peptide mixture.
Modeling can also inform on the relative importance of spatial heterogeneity in determining indicator trends [34], allowing us to optimize the spatial scale of data collection.
Obviously the developers' main goal was to optimize the response scale within the single Facet, whenever possible.
Each offers the potential to combine the individual actions of multiple urban landowners in order to optimize the landscape-scale benefits of these actions in a strategic way.
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