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After selecting a final model with a predefined set of variables, it was further validated with an external validation set never used on any phase of the training process and descriptor selection, and with a different origin.
This method was further validated with hematoxylin-eosin and Prussian blue microscopic histology.
The developed method was further validated with respect to robustness, precision, sensitivity and linearity.
The formula proposed in the present work was further validated with the established numerical model.
The reduced mechanism was further validated with experiments involving excessive NOx enrichment.
The reliability of the proposed models was further validated with a collected database from the existing literatures.
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The classification of landforms on the basis of hydrogeomorphic characteristics is further validated with the hydrogeochemistry and subsurface geology.
This solution is further validated with a finite element simulation showing excellent agreement with the analytic results.
Moreover, a kinetic model of the enzyme-catalyzed reaction was developed by mathematical description of the degradation mechanism, being further validated with experimental data.
These results are further validated with previous experimental results at same boundary conditions for to ensure the reliability of the analysis.
Several available CPT based classification charts are used to determine soil types; these results are further validated with the soil classification determined from the field samples and basic soil test results.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com