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The networks are 'deep' in that they are made up of sequential layers of repeated computational units.
Via repeated computational simulations, a rotational speed level of 200 rpm was found as adequate to provide 10 dyn/cm2 of shear force at the plates' peripheral region.
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With this CDAC method, the on-the-fly DRGEP process as well as the chemistry integration only needs to be conducted at the cluster level, dramatically reducing the unnecessary repeated computation for similar computational cells.
We repeated the computational experiments 50 times, the average AUC and their standard deviations with different similarity measures are reported in Table 1.
We repeated the computational analysis of Price et al. in order to validate that the 450k probes have no correlation between allosomal homology and sex associations in our dataset.
To elucidate the reasons for the above inconsistency, we repeated the computational signal flow analysis and we found out that the only node able to mediate the signal flow from IGF-1R to Erk1/2 is β-arrestin.
Reproduction refers to an attempt to repeat a computational study following the general principles of the original work but using different tools.
Replication refers to an attempt to repeat a computational protocol under conditions that are as similar as possible to the original setting.
For our experiments on using padded convolutional layers, each network was trained for 10 epochs and experiments were not repeated due to computational cost, since this experiment is a demonstration that padding enables our proposed character embedding to be used with deep networks while still offering faster training than 1-of-m embedding with un-padded layers.
Hapler's robustness comes at a computational cost: repeated weighted matching dominates the runtime at O (rn), where r is the number of repetitions and n is the number of irredundant reads in the largest haplotype block (see Methods).
If the code and the input data of a computational study are published, anyone could repeat the computation and verify that it produces the published results.
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