Page 236 - Machine Learning for Subsurface Characterization
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Deep neural network architectures Chapter  7 205


                                                                     Manifold of T2 in the two-dimensional latent space as learnt by VAE from the 460 depths in the training dataset. x-axis represents T2 relaxation time from

























                                                                       (unitless).


                                                                       0.25
                                                                       to
                                                                       0
                                                                       from
                                                                       ranging


                                                                       amplitude


                                                                       signal

                                                                       NMR
                                                                       normalized



                                                                       is
                                                                       y-axis

                                                                       3000 ms;

                                                                     FIG. 7.7  to  0.3
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