History Matching of a Channelized Reservoir Using a Serial Denoising Autoencoder Integrated with ES-MDA

Table 6

Experimental settings for the SAE.

Parameter	Value or function
Transfer function	Logistic sigmoid function
Backpropagation algorithm	Levenberg-Marquardt
Number of nodes in the first hidden layer	2,500
Number of nodes in the second hidden layer	465
Number of nodes in the third hidden layer	2,500
Number of the models used for training the SAE	100