Table 9 Accuracy results of the two networks, E-RNN and FNN, in predicting polymer front arrival time for both model 1 and model 2.

From: A hybrid AI-genetic algorithm framework for the optimization of polymer flooding strategies: a numerical simulation-based approach

 

Simulation

E-RNN

FNN

Model 1

Time (hr)

237.383

237.092 (-0.122%)

237.990 (+ 0.255%)

Model 2

Time (hr)

180

203.539 (+ 13.077%)

156.320 (-13.155%)

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