Hydraulic unit prediction using support vector machine

[1]  M. Enamul Hossain,et al.  Modified Kozeny–Carmen correlation for enhanced hydraulic flow unit characterization , 2011 .

[2]  Riyaz Kharrat,et al.  Applying Flow Zone Index Approach and Artificial Neural Networks Modeling Technique for Characterizing a Heterogeneous Carbonate Reservoir Using Dynamic Data: Case Study of an Iranian Reservoir , 2010 .

[3]  O. Orodu,et al.  Hydraulic (Flow) Unit Determination and Permeability Prediction: A Case Study of Block Shen-95, Liaohe Oilfield, North-East China , 2009 .

[4]  H. Almohammadi,et al.  Development of Generalized Porosity-Permeability Transforms by Hydraulic Units for Carbonate Oil Reservoirs in Saudi Arabia , 2009 .

[5]  Riyaz Kharrat,et al.  Incorporating Fuzzy Logic and Artificial Neural Networks for building a Hydraulic Unit-Based Model for Permeability Prediction of a Heterogeneous Carbonate Reservoir , 2009 .

[6]  G. Guo,et al.  Rock Typing as an Effective Tool for Permeability and Water-Saturation Modeling: A Case Study in a Clastic Reservoir in the Oriente Basin , 2007 .

[7]  Corinna Cortes,et al.  Support-Vector Networks , 1995, Machine Learning.

[8]  Patrick William Michael Corbett,et al.  Hydraulic flow units resolve reservoir description challenges in a Siberian oil field , 2004 .

[9]  F. Civan.  Leaky-Tube Permeability Model for Identification, Characterization, and Calibration of Reservoir Flow Units , 2003 .

[10]  Samuel Ameri,et al.  Prediction of Flow Units and Permeability Using Artificial Neural Networks , 2003 .

[11]  F. Civan.  Relating Permeability To Pore Connectivity Using A Power-law Flow Unit Equation , 2002 .

[12]  Faruk Civan,et al.  Scale effect on porosity and permeability: Kinetics, model, and correlation , 2001 .

[13]  J. C. Garcia,et al.  Permeability Prediction Using Hydraulic Flow Units And Hybrid Soft Computing Systems , 2001 .

[14]  F. Torres,et al.  Improved Reservoir Permeability Models From Flow Units And Soft Computing Techniques: A Case Study, Suria And Reforma-Libertad Fields, Colombia , 2001 .

[15]  Stephen A. Holditch,et al.  Permeability Estimation Using Hydraulic Flow Units in a Central Arabia Reservoir , 2000 .

[16]  Vladimir N. Vapnik,et al.  The Nature of Statistical Learning Theory , 2000, Statistics for Engineering and Information Science.

[17]  S. Osisanya,et al.  Improved Reservoir Description of Shaly Sands Using Conventional Well Log-Derived Data for Flow Units Identification , 1998 .

[18]  Bernhard Schölkopf,et al.  Comparing support vector machines with Gaussian kernels to radial basis function classifiers , 1997, IEEE Trans. Signal Process..

[19]  D. Georgi,et al.  Permeability Prediction for Carbonates: Still a Challenge? , 1997 .

[20]  Hikari Fujii,et al.  Permeability Prediction by Hydraulic Flow Units - Theory and Applications , 1996 .

[21]  F. Jerry Lucia,et al.  Rock-Fabric/Petrophysical Classification of Carbonate Pore Space for Reservoir Characterization , 1995 .

[22]  Reis Jc,et al.  PERMEABILITY REDUCTION MODELS FOR THE PRECIPITATION OF INORGANIC SOLIDS IN BEREA SANDSTONE , 1994 .

[23]  Djebbar Tiab,et al.  Enhanced Reservoir Description: Using Core and Log Data to Identify Hydraulic (Flow) Units and Predict Permeability in Uncored Intervals/Wells , 1993 .

[24]  George R. Coates,et al.  A New Approach To Improved Log-Derived Permeability , 1973 .

[25]  J. Bear.  Dynamics of Fluids in Porous Media , 1975 .

[26]  A. Timur,et al.  An Investigation Of Permeability, Porosity, & Residual Water Saturation Relationships For Sandstone Reservoirs , 1968 .

[27]  Walter Rose,et al.  Some Theoretical Considerations Related To The Quantitative Evaluation Of The Physical Characteristics Of Reservoir Rock From Electrical Log Data , 1950 .

[28]  Tixier Maurice Pierre.  Evaluation of permeability from electric-log resistivity gradient , 1949 .

[29]  M. C. Leverett,et al.  Capillary Behavior in Porous Solids , 1941 .