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Finally, the capability of the designed network was tested by predicting ternary viscosity of mixtures not considered during the training process of the network (182 ternary viscosity data points for 5 ILs).
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Given that the rule of mixture has not considered the effect of object dimensions, in all the following figures, it is observed that this method has not been able to express the effective properties of RVE properly; the amount of these properties remains unaltered which expresses the weakness of the rule of mixture theory at this kind of analysis.
We explore the transferability of the so-obtained force field for varying temperatures and for mixtures that were not considered in the training set.
Limited SCC design and operating guidelines are available, since theoretical studies characterized the SCC hydrodynamics with single components, while experimental studies with complex mixtures do not consider process modeling and optimization.
Since the mixture weights π are not considered, depth discontinuities are not accounted for and will produce incorrect estimations.
The presence of toxic additives in a PPP that are not considered in the mixture toxicity prediction may therefore particularly explain underestimation of product toxicity when the test organisms are rather insensitive to the a.s.s
25 However, because these groups are a mixture of miscellaneous diseases, they are not considered as one group.
Furthermore, in this work, mixture sizes of 1024 and 2048 are not considered, because in this work there are insufficient data size for training; utilizing these mixture sizes causes a decline in the SIA performance.
Other studies noted similar variation, although the extent to which short-term spikes and unique chemical mixtures might pose a risk to human health was not considered.
These were not considered markers because the heterozygous class could indicate a mixture of alleles at two different loci.
Centromeres were not considered.
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