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100% model validation was obtained by utilizing 30 independent samples.
In summary an overall good agreement with the various experimental data sets used in the validation was obtained.
An overall mapping accuracy of 94% in validation was obtained from the GIS-fuzzy logic modeling approach relative to 88% derived from the randomForest modeling technique.
Validation was obtained by performing one ethanolysis experiment at the conditions predicted by the model (38 °C, ethanol:oil molar ratio of 11.7 1 and 0.6 wt% NaOH).
To ensure reliable operation, several analyses were performed to evaluate the thermo-mechanical performance of the endoscope and a final validation was obtained from mechanical and thermal tests, before the system's final installation in May 2011.
Successful validation was obtained with a mean error of 1.0 K relative to experimental data, and the results show that in addition to providing satisfactory quantitative results, CFD also provides qualitative results which are useful in the effective design of indoor thermal environment control systems utilising PCM.
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Ecological inventory data from 1982 to 1989 used for the model validation were obtained from a plantation of Japanese larch (Larix kaempferi (Lamb).
A first validation is obtained by comparing the results of the FEM simulation with those of the analytical approach adopted in our previous study.
Model calibration is conducted in comparison to static material test results, and further validation is obtained through SHPB split tensile test simulation.
Samples used for cross validation were obtained from an HIV-1 infected child who was admitted to our paediatric ward for determination of lopinavir and ritonavir plasma concentrations over a 12 hour time interval after observed intake of Kaletra.
Novel reference gene candidates used for experimental validation were obtained from RefGenes.
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