On a Deep Learning Method of Estimating Reservoir Porosity

Figure 11

A comparison between measured and predicted porosity with RNN, GRU, CA-GRU, and MLR models, respectively, in well E1. (a) A comparison between measured and RNN predicted porosity. (b) A comparison between measured and GRU predicted porosity. (c) A comparison between measured and CA-GRU predicted porosity. (d) A comparison between measured and MLR predicted porosity.

(a)

(b)

(c)

(d)