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The current study aimed at developing an ANN-based predictive model enhanced with genetic algorithm (GA) optimization technique to predict the bearing capacity of piles.
Within the same context, this paper proposes an improvement for the GTS allocation scheme, adopting a (m,k -firm m,k -firmanced with spins in the (modelfirm pattenhanced
Diagnostic accuracy of the multiple-disorder model enhanced with the Noisy-OR parameters was 6.7% better than the accuracy of the plain multiple-disorder model and 14.3% better than a single-disorder diagnosis model.
We demonstrate that a computational fluid dynamics (CFD) model enhanced with molecular-level information can accurately predict unsteady nano-scale flows in non-trivial geometries, while being efficient enough to be used for design optimisation.
The large deformation neo-Hookean material model enhanced with the energy limiter is used for finding the critical tension corresponding to the onset of static instability of the sheet, i.e. the onset of fracture propagation.
Using a model enhanced with satellite remote sensing, we were able to assign exposure to all subjects with less spatial and temporal error (compared with using a closest-monitor approach), regardless of the distance between a participant's residence and the closest Ta monitor.
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Finally, the paper discusses the integration of the approach with surrogate modeling, paying particular attention to surrogate models enhanced with boosting.
In the future, we intend to build highly curated disease models enhanced with the so-called 'gray zone information'.
For instance, in the Application Model page (Fig. 6) users can view information about the model and also: (i) information on model contributors, enhanced with direct options for sending them a message or asking them to be connected; (ii) the most popular tags that describe the model, with facilities for adding tags; (iii) overall rating of the model and most popular reviews.
In a complex 3D in vitro model, enhanced GM-CSF expression was associated with a discontinued basement membrane deposition that might be mediated by the increased expression and activation of MMP-2, -9, and -26.
As the workload mix is observed to fluctuate over time, the queueing model is enhanced with a clustering algorithm that determines the workload mix.
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Justyna Jupowicz-Kozak
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