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. 2022 Nov 25;15(23):8394. doi: 10.3390/ma15238394
ANN Artificial neural network
ML Machine learning
BP Backpropagation
MSE Mean square error
I Experimental data or input data
Imax The maximum value in experimental data
Imin The maximum value in experimental data
I’ The unified value corresponding to Y
BP Backpropagation algorithm
R Correlation coefficient
RMSE Root mean square error
AARE Average actual relative error
Ei, Experimental values
Pi Predicted values
E¯ Average of the experimental values
P¯ Average of the predicted values
N Number of the casted alloys
σu Ultimate tensile strength
HB Brinell hardness
δ Elongation to failure