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The AAPG/Datapages Combined Publications Database
Showing 1,954 Results. Searched 195,387 documents.
Abstract: Reservoir Characterization from 3-D Seismic Data Using Artificial Neural Networks and Stochastic Modeling Techniques, by P. F. M. De Groot; #90990 (1993).
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1993
Abstract: Incorporating Geological Information to Stabilize Neural-Network Pattern Recognition in Fluvial Deposits, by J. Skolnakorn, E. Von Lunen, J. L. Baldwin, C. Kilic, and R. E. Barba; #90937 (1998).
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1998
ABSTRACT: Improved Reservoir Parameters Prediction from Seismic Attributes Using Multivariate Statistics and Neural Networks: A Niger Delta Case Study; #90115 (2010)
Mary T. Olowokere and John S. Ojo
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...ABSTRACT: Improved Reservoir Parameters Prediction from Seismic Attributes Using Multivariate Statistics and Neural Networks: A Niger Delta Case...
2010
Artificial Neural Network (ANN) Prediction of Porosity and Water Saturation of Shaly Sandstone Reservoirs; #51559 (2019)
Chaw Yin Nyein, Ghareb Mostafa Mostafa Ali Hamada
Search and Discovery.com
...) Abstract This paper presents a successful application of neural networks (ANN) in predicting porosity, water saturation, and identifying lithofacies...
2019
ABSTRACT: Emerging Technologies in Reservoir Prediction: Application of Neural Networks to Siliciclastic and Carbonate Reservoir Definition, by P. Crevello, M. T. Binfi, and M. Prins; #91021 (2010)
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2010
Abstract: Reservoir Characterization Integrating Sequence Stratigraphy, Neural Networks, and Production Data in Red Oak Gas Field, Arkoma Basin, Oklahoma, by T. M. Olson, D. S. Anderson, and S. W. Kleinsteiber; #90937 (1998).
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1998
Abstract: Automated Classification of Sedimentary Units in Drill Cores and Outcrops using high-resolution Hyperspectral Imaging and Neural Networks; #90063 (2007)
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2007
Lithostratigraphic Interpretation of Seismic Data for Reservoir Characterization; #90017 (2003)
Mahesh Chandra, A. K. Srivastava, V. Singh, D. N. Tiwari, P. K. Painuly
Search and Discovery.com
... organized maps(K-SOM) and probabilistic neural networks(PNN) respectively, which have demonstrated the effectiveness of these techniques. The lithofacies...
2003
Predicting Log Properties from Seismic Data Using Abductive Networks
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N/A
Discriminating Stratigraphic and Acquisition Discontinuities From Natural Fractures Using Multi-Attributes Neural Networks
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Abstract: Permeability Estimation Using a Neural Network: A Case Study from the Roberts Unit, Wasson field, Yoakum County, Texas, by D. A. Osborne; #91018 (1992).
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1992
Deep neural networks for 1D impedance inversion
Vladimir Puzyrev, Anton Egorov, Anastasia Pirogova, Chris Elders, Claus Otto
Petroleum Exploration Society of Australia (PESA)
...Deep neural networks for 1D impedance inversion Vladimir Puzyrev, Anton Egorov, Anastasia Pirogova, Chris Elders, Claus Otto Deep neural networks...
2019
Abstract: Porosity and Permeability Estimation using Neural Network Approach from Well Log Data; #90174 (2014)
Akhilesh K. Verma, Burns A. Cheadle, Aurobinda Routray, William K. Mohanty, and Lalu Mansinha
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... Institute of Technology, Kharagpur, India Abstract In recent years, artificial intelligence techniques, and neural networks in particular, have gained...
2014
Abstract: Prediction of Rock Properties Using Well Logs, Seismic Attributes, and Neural Networks
James S. Schuelke, John A. Quirein, and Jorge A. Pita
Houston Geological Society Bulletin
...Abstract: Prediction of Rock Properties Using Well Logs, Seismic Attributes, and Neural Networks James S. Schuelke, John A. Quirein, and Jorge...
1998
ABSTRACT: Predicting Log Properties from Seismic Data Using Abductive Networks; #90051 (2006)
Osama A. Ahmed, Radwan Abdel-Aal, Husam AlMustafa
Search and Discovery.com
... regression and neural networks. The input to any statistical method is a series of attributes extracted from the seismic data. There is, however, a huge...
Unknown
Abstract: Fracture Identification from Well Logs Using Neural Networks and Its Application to Fracture Production of a Chalk Reservoir, by Guohai Jin; #90914(2000)
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2000
2001
Abstract: Neural Networks and the Markov Chain Approach for Facies Analysis and Prediction from Well Logs in the Precipice-Evergreen Succession, Surat Basin-Implications for CO2 Storage;
Jianhua He, D. La Croix Andrew
Search and Discovery.com
...Abstract: Neural Networks and the Markov Chain Approach for Facies Analysis and Prediction from Well Logs in the Precipice-Evergreen Succession...
Unknown
Model Testing of Methane Hydrate Occurrence on the North Slope of Alaska with Artificial Neural Networks, by Mary M. Poulton, Robert R. Casavant, Charles E. Glass, and Bo Zhao; #90035 (2004)
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2004
Application of Neural Networks and Machine Learning in Tiltmeter Analysis in Hydraulic Fracturing Diagnostics
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N/A
The emergence and impact of scientific machine learning in geophysical exploration
Umair bin Waheed
International Meeting for Applied Geoscience and Energy (IMAGE)
... in the field of geophysical modeling and inversion using emerging SciML paradigms, including physics-informed neural networks (PINNs), Fourier neural...
2023
ABSTRACT: Application of Neural Networks Technique in Lithofacies Classifications used for 3-D Reservoir Geological Modellingand Exploration Studies. - A Novel Computer-Based Methodology for Depositional Environment Interpretation; #90013 (2003)
EMEKA M. ILOGHALU
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...ABSTRACT: Application of Neural Networks Technique in Lithofacies Classifications used for 3-D Reservoir Geological Modellingand Exploration Studies...
2003
Determination of Lithology from Well Logs Using a Neural Network (1)
SAMUEL J. ROGERS , J. H. FANG , C. L. KARR , and D. A. STANLEY
AAPG Bulletin
... networks to a pattern recognition problem in eology: the determination of lithology from well logs. The neural network determined the lithologies...
1992
ABSTRACT: Artificial Neural Network as a Tool for Reservoir Characterization and Its Application in the Petroleum Engineering, by Kumar, Arvind; #90141 (2012)
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2012
ABSTRACT: Prospect Generation with Fuzzy Logic and Neural Networks, Northeast Lea Example; #90013 (2003)
William W. Weiss, Robert A. Balch, Tongjun Ruan, Vishu Subramaniam
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...ABSTRACT: Prospect Generation with Fuzzy Logic and Neural Networks, Northeast Lea Example; #90013 (2003) William W. Weiss, Robert A. Balch, Tongjun...
2003