Page 243 - Machine Learning for Subsurface Characterization
P. 243

Deep neural network architectures Chapter  7 209


                                                                    print
                                                                    in
                                                                    gray
                                                                    (light NMR signal amplitude ranging

                                                                    [red
                                                                    T2
                                                                    NMR

                                                                    of  is normalized
                                                                    synthesis


                                                                    GAN-NN-based from 0.3 to 3000 ms; y-axis




                                                                    smoothened




                                                                    and
                                                                    version)]  T2 relaxation time


                                                                    print

                                                                    in
                                                                    gray
                                                                    (dark dataset. x-axis represents the
                                                                    [blue

                                                                    T2
                                                                    NMR  testing
                                                                    original


                                                                    of  from the
                                                                    Comparison  for 100 depths  (unitless).




                                                                    7.11  0.25  to  0
                                                                    FIG.  version)]  from
   238   239   240   241   242   243   244   245   246   247   248