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The AAPG/Datapages Combined Publications Database
Showing 1,059 Results. Searched 196,426 documents.
Production Forecasting in Shale Reservoirs through Conventional DCA and Machine/Deep Learning Methods
Cenk Temizel, Celal Hakan Canbaz, Onder Saracoglu, Dike Putra, Ali Baser, Tomi Erfando, Shanker Krishna, Luigi Saputelli
Unconventional Resources Technology Conference (URTEC)
...) constructs multiple number of binary decision trees, which are also termed as Classification and Regression Trees (Breiman et al. 1984) or CART, from...
2020
A Multiscale Digital Rock Workflow for Shale Matrix Permeability Prediction
Min Zhang, Rafael Salazar-Tio, Andrew Fager, Bernd Crouse
Unconventional Resources Technology Conference (URTEC)
....energyfuels.6b01447. Wang, Tianyu, Shouceng Tian, Gensheng Li, and Mao Sheng. 2018. “Selective Adsorption of Supercritical Carbon Dioxide and Methane Binary...
2020
Comparison of Wireline Log and SEM Image-Based Measurements of Porosity in Overburden Shales
Christopher J. Landry, Bruce S. Hart, Maša Prodanović
Unconventional Resources Technology Conference (URTEC)
... analysis, the images are segmented into binary images of pore and solid. Image segmentation of SEM images is non-trivial. In particular, there is often...
2020
Understanding the effect of nanopores on flow behavior and production performance of liquid-rich shale reservoirs
A. Khanal, M. Khoshghadam, H.S. Jha, W. J. Lee
Unconventional Resources Technology Conference (URTEC)
...). A differential scanning calorimeter was used to investigate the phase change in nano-scale capillaries (Luo et al. 2018). They used a binary mixture of octane...
2021
CO2-Soluble Surfactants for Enhanced Oil Recovery from Shale
Lauren C. Burrows, Foad Haeri, Deepak Tapriyal, Peter Lemaire, Parth G. Shah, Adel Alenzi, Robert M. Enick, Dustin M. Crandall, Angela Goodman
Unconventional Resources Technology Conference (URTEC)
... phase. Figure 6. Pressure-composition diagram of the pseudo-binary mixture of CO2 and dead Eagle Ford crude oil at 80 °C. URTeC 5233 9...
2021
Hydraulic Fracture Monitoring Using Distributed Acoustic Sensing: A Case Study Using Dip-in Fiber
Chaoyi Wang, Yuanyuan Ma, David Eaton, Kelly MacDougall, Carolyn Furlong
Unconventional Resources Technology Conference (URTEC)
... is used for event detection, based on 2D binary image classification and a convolutional neural network (CNN) using Keras (Chollet et al., 2015...
2022
Transfer Learning with Multiple Aggregated Source Models in Unconventional Reservoirs
J. Cornelio, S. Mohd Razak, Y. Cho, H-H. Liu, R. Vaidya, B. Jafarpour
Unconventional Resources Technology Conference (URTEC)
... of multiple class labels and not a numeric value, a one hot encoding is used to generate labels in the form of multi element binary vectors. Figure 2...
2022
Basin-specific Optimization of an Automated Geosteering Algorithm Using Simulated Stratigraphy
Kenneth McCarthy, Andrew Pare, Levi Heintzelman, Marc Willerth, Alexander Mitkus, Tannor Ziehm, Timothy Gee, Paul Reynerson
Unconventional Resources Technology Conference (URTEC)
... algorithms exist that can be employed in various contexts. The simulated binary crossover algorithm described by Deb and Agrawal (1995) is used here...
2023
Regained Permeability Measurement When Using Different Surfactants in Fracturing Operations
Lin Yuan, Mohammad Yousefi, Darin Oswald, Hassan Dehghanpour
Unconventional Resources Technology Conference (URTEC)
..., Belhaj, H., 2021. Experimental investigation, binary modelling and artificial neural network prediction of surfactant adsorption for enhanced oil recovery...
2024
A Machine-Learning-Based Workflow for Drilling Risk Prediction of Wellbore Instability and Trajectory Optimization in Ultra-Deep Formation
Hanqing Wang, Ruxin Zhang, Ziyan Deng, Jin Meng, Han Wang, Yujie Zhou, Fan Yang, Ji Chang, Yitian Xiao, Huiwen Pang
Unconventional Resources Technology Conference (URTEC)
... A well-prepared data set is the cornerstone of good machine learning job. As a binary classification problem, the labeling of our training data consists...
2024
Evaluation of Chemical Additives' Impact on Well Productivity Using Machine Learning Algorithms
Sohrat Baki, Serkan Dursun, Najd Alotaibi
Unconventional Resources Technology Conference (URTEC)
... representing each category within a variable by an orthogonal binary vector. For example, the categories {female, male, other} would be represented...
2024
Unique Resiliency of Biosurfactants in the Lab and Field with Depleting Concentration
Megan R. Pearl, Erna Kakadjian, Joshua Hancock, Hin Cheong Au Yong, Sivaram Pradhan
Unconventional Resources Technology Conference (URTEC)
... in the industry. Shumway et al. (2021) and Mahmoudkhani et al. (2022) discuss the successful application of binary and ternary formulations containing...
2024
Developing Geothermal Energy in Texas: Mapping the Temperatures and Resources
Maria C. Richards, David D. Blackwell
GCAGS Transactions
... of eastern Texas is near 200°F (93°C). This is the initial temperature required in Texas, to produce geothermal electricity from the current binary...
2012
Predicting Reservoir Quality Using Linear Regression Models and Neural Networks
K.M. Love, C. Strohmenger, A. Woronow, K. Rockenbauch
AAPG Special Volumes
...). This binary input was appropriate because, at a core-plug scale, the carbonate samples were almost always >95% calcite or dolomite. One of the conundrums...
1997
A New Approach to 3-D Geological Modeling of Complex Sand Injectite Reservoirs: The Alba Field, United Kingdom Central North Sea
P. N. Fretwell, W. Gordon Canning, J. Hegre, R. Labourdette, M. Sweatman
AAPG Special Volumes
... facies logs need to be created for all Alba wells. Log data from the Alba wells demonstrate that the reservoir is generally a binary system of either...
2007
Delineation of the Reservoir by Seismic Methods: Chapter 3
Roberto Sarmiento
AAPG Special Volumes
... for geometrical divergence, transmission losses and attenuation. The use of binary gain digital recording also permits recording of the exact gain applied...
1989
Geochemical Indices of Fine Sediment Transport, Northwest Gulf of Mexico
Charles W. Holmes
Journal of Sedimentary Research (SEPM)
... are useful in resolving binary questions (yes or no answers) but are less reliable in the determination of sediment kinetics. Under certain circumstances...
1982
Chance of Success and Its Use in Petroleum Exploration: Chapter 7: Part II. Nature of the Business
Peter R. Rose
AAPG Special Volumes
..., the prospect will be dry. However, in the real world, things are not so neatly binary (Figure 1, top). There are many reasons why an exploratory well...
1992
Numerical Analysis of Sedimentary Components: A Key for Interpretation of Macroscopic and Microscopic Features in Ammonitico Rosso Facies (Uppermost Jurassic-lowermost Cretaceous)
Federico Oloriz, Jesus E. Caracuel, Juan J. Ruiz-Heras
Journal of Sedimentary Research (SEPM)
..., Sea-Level Changes--An Integrated Approach: SEPM Special Publication 42. p. 71-108. HAZEL, J.E., 1970, Binary coefficients and clustering...
1995
Multicomponent Analysis of FTIR Spectra: Quantification of Amorphous and Crystallized Mineral Phases in Synthetic and Natural Sediments
Jacques Bertaux , Francois Frohlich , Philippe Ildefonse
Journal of Sedimentary Research (SEPM)
... diffraction. Synthetic Mixtures.--Synthetic mixtures of these reference compounds (Tables 1, 2) were prepared by weighing.They consist either of binary...
1998
Is Quartz Cathodoluminescence Color a Reliable Provenance Tool? A Quantitative Examination
Sam Boggs, Jr., Young-Ihn Kwon,, Gordon G. Goles, Brian G. Rusk, David Krinsley, Abbas Seyedolali
Journal of Sedimentary Research (SEPM)
... were used to plot appropriate ternary and binary diagrams. Because the intensities of red, green, and blue CL emitted from quartz govern...
2002
Stratigraphic Relations of Park City Group (Permian) in Eastern Nevada and Western Utah
Bruce R. Wardlaw , James W. Collinson
AAPG Bulletin
... Plympton Formation in eastern Nevada and adjacent Utah: Master's thesis, Ohio State Univ., 85 p. Cheetham, A. H., and J. E. Hazel, 1969, Binary...
1978
Distributary-Mouth Bar Development and Role of Submarine Landslides in Delta Growth, South Pass, Mississippi Delta
John F. Lindsay , David B. Prior , James M. Coleman
AAPG Bulletin
... on these sections have been reduced to their simplest binary form--deposition vs. erosion. In Figure 10, an axial section, growth of the bar proper was erratic...
1984
A Bayesian belief network approach for assessing the impact of exploration prospect interdependency: An application to predict gas discoveries in the Netherlands
Jan-Diederik Van Wees, Harmen Mijnlieff, Jan Lutgert, Jaap Breunese, Christian Bos, Peter Rosenkranz, Filip Neele
AAPG Bulletin
... sequential exploration: A binary learning model: Decision Analysis, v. 3, no. 1, March 2006, p. 1632.Capen, E., 1992, Dealing with exploration uncertainties...
2008
Three common source rock evaluation errors made by geologists during prospect or play appraisals
Harry Dembicki Jr.
AAPG Bulletin
... kerogen types were assigned as defined in Table 2. Using these characteristics for the end-member kerogen types, binary mixtures of Type III kerogen...
2009