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Real-time coordinated traffic management strategies that benefit from parsimonious models with aggregated network dynamics, provide a new generation of smart hierarchical strategies to improve network capacity and performance.
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This work presents a multiscale modeling framework that combines detailed engineering process models with coarser, aggregated models at the value chain and economy scale.
Although novel genes may be revealed by training the ICGP models with the aggregated training set, the categorized approach can be justified because results are likely to be skewed towards gene functions presented with higher proportion in the training set (see Text S1).
While MB ameliorates the neurotoxic phenotype in a C. elegans model of tauopathy with aggregated Tau in neurons [ 35], it was reported to be ineffective in zebrafish expressing P301L mutant Tau without aggregated Tau [ 36].
In this paper we extend this result in two directions: first, in contrast with aggregated models, we consider the more natural and widely popular structure preserving models (SPM) that preserve the identity of the network components and allow for a more realistic treatment of the loads.
The findings in Fig. 3 can be summarized by Eq. 3. The equation calculates the expected aggregated accuracy, Aagg, of two models with an average accuracy of 87% when aggregated with a third model of accuracy Avar.
The strategic issue of ward size can be analyzed by comparing model results for separate wards with model results using aggregated data for several wards.
That's exactly where the opportunity lies... .. "Australian startup Inkl is hoping to fix journalism's broken strained business models with a 'Spotify for news' model that ditches the unwelcoming and irritating single publication paywall in favour of aggregated news content from multiple publishers which users access ad-free for a small (10c) per article fee.
He built elaborate models with Lego bricks.
Later models with J.-P.
Electric models with automatic churning replaced those.
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