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The optimised model was able to predict fruit surface temperature with a root mean square error of 2 4 °C.
The obtained optimised model could be used for polyphenol extraction from star fruit pomace and microencapsulates can be incorporated in different food systems to enhance their antioxidant property.
A central composite design (CCD)–response surface analysis (RSA) was carried out and the resulting optimised model solutions confirmed the results.
The developed hull form optimization tool is applied to the hydrodynamic design optimization of a Series 60 model, and model tests are carried out on the original and an optimised model at WHUT (Wuhan University of Technology) for validation.
The resulting knowledge is automatically merged and organised into a single common SOHN for which we can apply the same prediction and SAR analysis tools, allowing the end user to access an optimised model for both predictive and knowledge discovery purposes (Figure 25).
Sharing of information, best practice, optimised model systems, technologies and resources is essential, perhaps through developing web-based analysis portals.
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Thus optimised models can be used for structure-based drug design and virtual screening.
Additionally, hypothesis-driven methods are built on optimised models derived from artificial intelligence domains, which can learn and evolve without explicit programming, and validate the created model using data from multiple and independent data sets (i.e. machine learning, supplementary-table-1 for related terminology).
Different model quality assessment programs were employed for validating the refined and optimised models.
This differentiation revealed several differences both in their dinucleotide frequency biases and in the optimised models for their underlying mutational and selection biases.
In addition, an optimised PMLG model is designed and simulated.
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