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Validating against synthetic "noisy" point clouds, robustness and accuracy of the approach is established.
The modelling parameters such as mesh size, initial imperfection, timescale are first studied by validating against the fire test data.
The true-positive proportion and standard Kappa value were of 99% and, 0.87 respectively when validating against an urban cover reference map from 2010.
Validating against high-rate experimental data, in which electronic and electrolytic resistances have been reduced is an excellent test of the validity of the crystal-scale model used to represent the phase-change that may occur in LiFePO4 material.
To evaluate its effectiveness, we apply the proposed method to generate a model from a video dataset in Switzerland and then test the generality of the model by validating against video data from the United States.
After validating against field measurements in the Las Vegas Wash as well as a set of published experimental data, we find that the proposed fractional model can describe the real-world vertical distribution of suspended sediment concentration in steady turbulent flows.
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Results were validated against an independent validation cohort.
Successfully repurposing data requires taking benchmarks seriously and cross-validating against them.
Results are validated against postoperative clinical data.
Element children are validated against their declarations.
The results are validated against experiments.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com