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Two further series of models are built using the approach described in the previous section.
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In order to gain insights about the deformation phenomena in polymer blends, atomistic models of the 60 wt% PVPh composition were built using the Meirovitch approach.
The reconstruction was built using the COBRA approach [ 30, 32] and validated using flux balance analysis (FBA, [ 56]).
Therefore a calibration method is proposed based on a Kriging surrogate model built using the uniform design approach.
The mathematical model of RNA splicing was built using the Enzyme-Centric approach.
The expanded model was built using the original SAPS II approach [ 4].
The knowledge database of the CDU operating model can be built using the input output data with an approach of artificial neural networks (ANN).
The mathematical model of the electro-hydraulic parallel robot is built using the Kane method and a hydromechanics approach, and the kinematical model is established with a closed-form solution and the Newton Raphson method.
To test the different modeling approaches, models were built using the same training/test set data.
From the remaining 202 probeIDs three consecutive predictive models were built using the uncorrelated shrunken centroids (USC) [ 16] approach with default parameters, implemented in the MultiExperiment Viewer (MeV) [ 17].
Models predictive of pathological complete response (pCR) to neoadjuvant chemotherapy were also built using this approach.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com