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The results show that the proposed metric is able to calculate the confidence level of solutions effectively during the optimisation process.
The proposed dynamic learning approach includes special space filling techniques and control strategies to periodically update surrogate model and keep the fidelity level of solutions as the optimization progresses.
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The lower level of solution should be as high as layer thickness of solution on the spinneret and increase the possibility of electrical discharge during electrospinning.
If the level of solution supersaturation could be measured, experimental growth rates could then be easily correlated with the classic growth model.
These numerical experiments show that the bandwidth-based approach produces superior convergence rates, and hence requires fewer mesh nodes for a given level of solution accuracy.
High-order-accurate methods for viscous flow problems have the potential to reduce the computational effort required for a given level of solution accuracy.
Therefore, for a solution made with high molecular weight polymers, even though the polymer concentration is low, it still can produce a uniform jet due to a sufficient level of solution viscosity.
Based on the level of solution quality desired, it may be the case that the additional time and resources required to design a tailored GGA may not be justified if the improvement in solution quality is only minor or non-existent.
The average surface roughness of aluminum sheets ranging from 3 to 30 nm (over a 5 × 5 μm scan area) can be controlled and predicted by varying the applied potential and polishing time when electropolishing is performed at 4 °C (i.e., the low level of solution temperature).
This article summarizes the results of a literature search for adaptive numerical methods of solving partial differential equations; the methods discussed involve the adaptive movement of nodes, so as to obtain a low level of solution truncation error while minimizing the number of nodes used in the calculation.
In this study, the maximum level for As III) removal was set for desirability at a minimum level of contact time (5 min), minimum adsorbent dosage (0.05 g), the maximum level of initial As III) concentration (100 µg L−1), the level of solution pH in the range of 6 8 and the level of temperature within a range of 20 40 °C (data not shown for the desirability ramp).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com