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Differences between optimum values of dependent variables obtained by normalized design and experimental data were less than 20%.
On the basis of theory analysis, a correlation of two-phase natural circulation was obtained, and relative errors of 95% test data were less than ±16%.
The results indicated that the differences of testing data were less than 1.5%, compared with the theoretical values by the method of selective dissolution combined with thermal analysis.
After ANN training, correlation coefficients (R2) of both engine performance values for testing and training data were very close to 1. Similarly, root-mean-square error (RMSE) and mean error percentage (MEP) values for the testing and training data were less than 0.02% and 3.5% respectively.
Missing data were less than 10%.
Overall missing data were less than 10%.
Similar(40)
Convenience rather than premeditated design influenced the selection of records and, scientifically, the data are less-than-perfect as a basis for testing the hypothesis.
Data loss owing to missing data was less than 1%.
The standard deviation of the data is less than 27%.
The error between FEM and empirical data is less than 17%%.
The root-mean-square deviation (RMSD) between the measured and calculated data was less than 0.0032.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com