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The model-predicted FCG results were compared with the experimental FCG data of GH4169 Ni-based superalloy, demonstrating improved predictive capability than the classical N-R model.
In particular, the proposed model exhibited improved predictive capability in comparison to published zero-dimensional diesel engine autoignition correlations that are typically employed in bulk parameter, diesel engine performance simulation models.
The model is validated with data and shows a significantly improved predictive capability (AAD = 12.8% for all ammonia data) compared to models and correlation developed for different classes of fluids and channel geometries.
Their link with differential Reynolds stress models and their improved predictive capability over linear eddy-viscosity models is also highlighted.
The other ANN model showed an improved predictive capability that was approximately twice as good as that provided from the DoE model.
It is shown that the new proposed simplified generalised correlation has an improved predictive capability when used to estimate the drift velocity of a bubble in stagnant liquid in a pipe.
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When an appropriate initial error covariance is specified, using the top layer soil temperature observations in the assimilation scheme allows for improved predictive capabilities in lower layers.
Thereby, every possible binary interaction between two molecules in the system can be accounted for, resulting in an unprecedented resolution regarding oligomeric species and improved predictive capabilities based on a small number of parameters.
The analysis highlights a number of reasons why accurate prediction of aggregation rates remains an outstanding challenge, and suggests some of the important areas for research to ultimately enable improved predictive capabilities in the future.
The Chronic Kidney Disease Epidemiology Collaboration CKDEPII) and Wright equations have shown improved predictive capabilities in some patient populations.
Designing experiments to close these gaps and feeding back the newly generated knowledge would result in improved predictive capabilities.
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