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Global diagnostics for the PLS-DA models such as R and RMSEP serve as a guide of modelling accuracy for images because of the large number of pixels and should be used in conjunction with the prediction image.
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Industrial runs have verified the modelling accuracy of the tool.
The modelling accuracy of this novel, in this field, computational technique is very high.
The model accuracy for MOVPE growth of the AlGaAs and GaInP material system in large reaction chambers is demonstrated, and the advantages of using modelling to optimise hardware and process design are highlighted.
The results show that all the three classical models have an adequate modelling accuracy: 5.973.51 and 1.22% respectively.
It is expected that this type of grey-box models will accommodate many practical engineering systems for a better modelling accuracy.
Starting with a rather basic approach, the computational model is refined to increase its modelling accuracy.
The modelling accuracy was first verified with an analytical equation for a reactive mass transport problem including advection, dispersion and linear adsorption processes through groundwater flow medium.
The modelling accuracy was evaluated in four azimuthal quadrants, with coverage radii calculated for three error thresholds: 12, 6 and 3 TEC Units (TECU).
Particular emphases are placed on the identifiability of such a technique for this system and how to improve the modelling accuracy.
FEA however, requires enormous computing power, and often is impractical for computer animation where computational cost needs to be balanced with modelling accuracy.
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CEO of Professional Science Editing for Scientists @ prosciediting.com