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We consider only distance-2 neighbors because in the link recommendation task we will restrict our prediction to the closest non-connected pairs for computational efficiency reasons.
However, again, for computational efficiency reasons, the authors restricted attention to proportional models that ignore different intrinsic 'exchangeabilities' between amino acids.
This observation validates the comparisons between the results of the RASPT2 calculations for 3, which for computational efficiency reasons used a geometry of Cs symmetry, and the data obtained from the other methods that used a C1 symmetry.
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The simulations were optimised for computational efficiency as described in103.
The TIPS groups have a marginal effect on the geometric and electronic structure of these systems and were omitted for computational efficiency.
For computational efficiency, each hemisphere's surface was decimated down to ∼3200 dipole seeding points.
For computational efficiency, we seed each simulation with an array of 37 cells, each composed of 128 subcellular elements.
We used a standard setting that approximates (for computational efficiency) the gamma parameter value by fitting four discrete rate categories.
Here we present a novel information rate estimator without these limitations that is also optimized for computational efficiency.
Therefore we did not optimize for computational efficiency.
Some will be optimized for computational efficiency and/or scalability.
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