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The test material has to be a realistic sample of the actual data that belongs to the target application scenario.
The resulting biosensor was further validated by assessment of OPs residues in cabbage, which showed a fine applicability for the detection of OPs in the realistic sample.
The synthesis tool, implemented in AIMMS®, is applied to a realistic sample problem, showing profit optimisation by varying the distribution of NG to syngas generation units with different efficiencies.
Unfortunately, many datasets are not made publicly available; and those that are frequently used do not contain a realistic sample of degradation types targeting a specific application under study, or their limited size does not allow for statistically significant results.
By spiking with human genomic DNA we hoped to approximate more realistic sample environments for which the assay was constructed.
This effect size was chosen because it yielded a realistic sample size.
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A realistic sampling protocol also needs to be defined, with no redundancy.
For more realistic sampling, the weighted residual methods performed comparably to the other two.
Hence, although the proposed work is general and can be used with any sampling pattern provided sampling incoherence is maintained, we project the use of realistic sampling patterns as the future work.
The objective of the present study broken down into two sub-aims; exploring the propensity to broaden the scope of detectable analytes and designing a more robust system for potential applications to realistic samples.
With order parameter varying on the short scale of the coherence length, and the magnetic field being long-range, the numerical handling of 3D simulations becomes extremely challenging and time-consuming for realistic samples.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com