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To limit computation time, the pigs of the oldest year were removed from TP1 every year, starting in year 10.
Furthermore, in the simulations, the TP and SNP effects were only updated once a year in order to limit computation time.
We therefore remove human host reads, using a two-step approach to limit computation time: initially a short read aligner (novoalign, www.novocraft.com), followed by BLASTn.
A substantial but not excessively large data set is required for this purpose in order to obtain accurate estimates but limit computation time.
Using a simple MatLab script, we simulate the merging of two, three, and four 2H NWs with each 10 bilayers (where the 10 bilayer limit is chosen to limit computation time).
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To limit the computation time, a common practice is to lump, or to pseudoize the fluid description.
In this article a data reduction method will be introduced which can be used to reduce the amount of data in order to limit the computation time.
To limit the computation time we only performed a modest sensitivity analysis.
The number of features allowed for each model was chosen a priori, to avoid overfitting of models and to limit the computation time.
To limit the computation time, the AdvISER-PYRO hyperparameters were not optimised for each iteration (using an internal cross-validation loop) but were kept constant across all iterations (Significant Contribution Threshold = 2; norm = 0.05, norm = 0).
However, its use for large images is limited by computation time.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com