Research Article

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

Table 4

Number of parameters used for the ten ES-MDA algorithms.

ParameterSymbolValue

Number of the static reservoir models used for constructing an initial library matrix 3,000
Number of the static reservoir models used for constructing an initial dictionary matrix 1,000
Number of gridblocks in each reservoir model5,625
Number of filtered DCT coefficients in each reservoir model465
Number of ensemble members100
Number of qualified ensemble members20