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In this work the search is terminated after 12 iterations for simulation model 1 whereas 36 iterations were performed in case of simulation model 2 (number of iterations = the number of true variables × 3).
In case of simulation of the effect of activating a target gene, its expression level values may be increased to the desired value.
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We find indeed that regime switches occur quite often in our model even in case of simulations of only small shocks and that the regime shocks change the adjustment dynamics in significant manners.
In the absence of a gold standard for subset selection, and not knowing the data generating process, such as in cases of simulation studies, we had to rely on indirect measures of methods performance, such as investigation of model stability and assessment of how well the model uncertainty is addressed by different methods.
Model simulations further indicate that in case of sensory simulation of cell assemblies that link action and perception information, attention effects are most pronounced in their frontal, action-related network parts.
In case of PGS simulation, generally two Gaussian random fields are used to define the lithofacies structure.
First, it allows each part of the simulation, that is the individual cells in case of fluid simulations and individual particles within a cell in case of particle simulations, to evolve based on their own physically determined time scales.
In case of static simulations, the energy at the main peak (τ0) of the simulated spike was considered.
In case of 3D simulations the flow becomes transient.
In case of calculation simulations the modelling is based on the approach included in new Model Code 2010 20122010 2012
In case of Monte Carlo simulations, 4,000,000 weight combinations were checked.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com