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Petrography  and Texture of Petroleum-Bearing  Formations  57












                                       ^COMPARISONS^


                                                                    INTEGRATION
                                                                    (BOUNDARY
                                                                    AND  INITIAL
                                                                    CONDITIONS)
                                        1) LABORATORY
                                          DATA
                                        2) DATA  FILTERING
                                         AND  SMOOTHING
                                        3) MARQUARDT-
                                          LEVENBERG
                                          NONLINEAR
                                          OPTIMIZATION
                                        4) PARAMETER
                                          ESTIMATION
                                                                     VOLUME
                                                                     AVERAGING
                                                            ETWORK
                                                             MODEL
                                                          JUULJUU1_\    x-v
                                                          unnnnnc      \(sj
                                                                        v
                                                             DiDnac    ^ ^
                                                          DDDDDDn
                                                                    NETWORKING














              Figure  3-5. An  integrated  modeling  approach  to  characterization  of  porous
              formation  and  processes  (after  Civan,  ©1994;  reprinted  by permission  of  the
              U.S.  Department  of  Energy).
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