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To further validate, we used independent datasets, which were not used during the model training.
This information is combined into the mean of the Gaussian priors to be used during the model training.
The latter is used to help identify the ensemble having the "best" architecture but is not used during the model building process itself.
Success rate was calculated using 100 training flood locations and prediction of accuracy, using remaining 43 flood locations which were not used during the model building.
The type of fragment force field used during the model building stage caused minor variations (less than 0.01) in the average RMSD of conformer models for energy windows 5 and 10 kcal/mol and these disappear entirely at 15 kcal/mol, indicating an overall insensitivity to the type of fragment force field used.
This was then used during the model fitting stage [30].
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However, the literature does not report an approach whereby actual crude and/or its chemical composition is used during the modeling of petroleum thermodynamics.
Bayesian Regression With Informative Prior Here we introduce the linear regression we use during the model building step of the algorithm.
The fact that the same kind of formalism is used during the whole model refinement process, helps the creation of more straightforward methods for automatic mapping and validation of the models.
This 2D model has been used during the 2D thermal modelling.
Since a large number of variables are used during training the model, it will provide a reliable and useful predictor for corrosion fatigue crack growth (FCG) in DP steels.
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used during the examples
used during the show
used during the reproduction
used during the optimisation/characterization
used during the stone
used during the fingerprint
used during the series
used during the development
used during the shooting
used during the pretreatment
used during the photodegradation
used during the adjustment
used during the restart
used during the stay
used during the image
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com