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We have attempted to make this computation highly efficient.
We have revised the text and included the above formula (in the subsection headed "Competition assays") to make this computation more explicit.
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There are two factors that make this computation demanding.
Distributed computing is required to make the computation practically feasible.
The models were up-scaled, using flow-based methods, to make the computation feasible.
Thus in the deforming-step we can ignore it to make the computation even faster.
When analyzing complex structures, it is necessary to utilize structural idealizations to make the computations feasible.
In order to make the computations feasible, the method of pseudo-steady states was employed.
That database contains 159,905 phylogenetic trees, but in order to make the computations feasible we have restricted our experiment to a random sample of 15,000 trees.
To make computation of this posterior probability tractable, the spectral CGs are assumed to be diagonal in this circumstance.
The reason for creating this new computer algebra system is to make feasible mixed computation, i.e., programming software that needs both numerical computation and computer algebra.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com