Good agreement between the experimental results and the simulation ones is highlighted by comparing the gear shape after cold rotary forging and the axial forging force, which validates employed model.
Models were developed using genetic function approximation technique and were extensively validated employing different validation statistics.
The obtained PLS-DA model was extensively validated employing two different validation strategies: (i) statistical validation employing a method based on permutation testing and (ii) external validation splitting the available data into two independent sub-sets.
Based on the literature available, it appears that clinically useful proteomic biomarkers can be identified, and also validated, employing the technologies available today.
This equation was validated employing experimentally gathered data with a maximum deviation of ±4 % for 0.698 < n < 0.813 and 548 < N Reg < 42,800.
The models were externally validated employing a test set, and the predicted values were in good agreement with the experimental results.
These theories must be validated employing field data, acquired by means of experiments and observations of the modelled phenomena, before the models can actually be used for sake of prediction.
The expression stability and suitability of the eight candidate reference genes (GAPDH, aTub, Tbp, Stx16, Xbp1, MMP, CAPON and Actin) were validated employing geNorm and NormFinder based on Spanier et al. [ 29].
Expression pattern of the 13 selected genes was validated employing real time PCR, and it was found to be in accordance with the microarray expression data for most of the genes.
To validate the employed stress strain relationship for the confined concrete, a fiber-based model is developed and the predicted results agree well with the test results.
