Potential for Vertical Heterogeneity Prediction in Reservoir Basing on Machine Learning Methods

Table 2

The results of statistical error analysis performed in this study for different neural networks.

Methods	ARD (%)	AARD (%)	RMSE (mD)	Training time	Prediction time
LSTM	25.66	43.25	51.04	15 min 41 s	0.8 s
BP	10.32	19.64	24.18	10 min 34 s	0.8 s
CNN	6.28	11.51	12.71	32 min 02 s	1.1 s