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

Table 5

Experimental settings for the SDAE.

Parameter	Value or function
Transfer function	Logistic sigmoid function
Backpropagation algorithm	Levenberg-Marquardt
	SPN filter	GN filter
Number of nodes in the hidden layer	5,000	5,000
Number of the reservoir models used for training the filter	2,100	2,000