Exact(3)
The method was able to capture partially premixed and partially extinguish zones with a relatively small number of stochastic fields.
As such, the ARBIS method can be applied as a black-box and is of particular interest in applications with a low probability of failure, for example in structural reliability, in combination with a small number of stochastic variables.
Since the SGSCM and MsFEM are implemented in the different spaces, the integrated approach inherits the advantages from both of the SGSCM and the MsFEM, in which each low-dimensional stochastic problem is decoupled each other at small number of stochastic collocation points and is solved on a coarse spatial mesh.
Similar(57)
Moreover, given that there is a small number of founders of infection, stochastic effects during virus amplification are expected, as (i) stochastic components act on virus spread within the host (e.g. how long will it take before a BV infects a new cell?), and (ii) BV production varies between individual cells and cell types.
For large numbers of molecules, this stochasticity may be averaged out, giving what appears to be a deterministic process; however, when a small number of molecules is involved, stochastic effects become evident, and in such cases the system may behave in a markedly different way.
Moreover, each genotype, except DKO, possess two modes of responses; acute-stochastic (small number of immune-related genes) and collective modes (rest of ORFs).
Most translation bursts observed in our experiments, however, are composed of a small number of such steps and, therefore, the stochastic nature of the basic step is still evident, resulting in bursts of different apparent rates.
In addition to this, retaining the underlying EM dynamics means that the sEM algorithm generally converges in a relatively small number of iterations in comparison with full stochastic methods.
It has been suggested that because in the individual cell the transcriptional machinery is controlled by a relatively small number of transcription factors, it may result in stochastic behavior in gene activity.
We observed the role of stochastic perturbations on the amplification of small number of reactant mRNA molecules.
It is therefore evident that the role of stochastic effects on the amplification of small number of mRNA molecules needs to be recognized.
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