Time-lapse seismic data shaping with transformer encoder neural networks

Jorge E. Monsegny, Daniel O. Trad, Don C. Lawton

International Meeting for Applied Geoscience and Energy (IMAGE)

...-baseline difference is in dashed red. The self attention maps, produced by equation 1, appear on Figure 6. The first map seems to contribute...

Depositional Environment of Bartlesville Sandstone, Sallyards Field, Greenwood County, Kansas: ABSTRACT

William J. Hulse

AAPG Bulletin

..., petrographic analysis, electric log examination, and construction of maps and cross sections. Subsurface mapping indicates that the Bartlesville...

Ambient Fracture Imaging: A New Passive Seismic Method

Alfred Lacazette, Jan Vermilye, Samuel Fereja, Charles Sicking

Unconventional Resources Technology Conference (URTEC)

... of ambient seismic activity including earth tides and epeirogenic movements. Earth stress studies have established that the brittle crust is a self...

Hawaii's Renewable Energy Program

Hideto Kono

Circum Pacific Council Publications

... 0 % dependency on imported petroleum for energy needs. The move toward self-sufficiency centers around non-petroleum resources: 1) direct solar energy...

Improve Well Performance by Reducing Formation Damage

Brian Goldstein, Kanth Josyula, Alan VanZeeland, Moustafa Aboushabana, Tuan Tran, Lisa O'Connell, Michael Conway

Unconventional Resources Technology Conference (URTEC)

.... No organic material was noted by EDS analysis. Figure 10. SEM-EDS of the self-suspending proppant polymer-coated sand after breaking with conventional...

Prediction of Multi-Scale Fluvio-Deltaic Stratigraphy by Forward and Inverse Modeling of Integrated Source-to-Sink Sediment Flux; #120112 (2013)

Joep Storms, Dirk-Jan Walstra, Nathanaël Geleynse, Gerben de Jager, Andrea Forzoni, Karl Charvin, Kerry Gallagher, Liang Li, Gary Hampson, and Bert Jagers

Search and Discovery.com

... self-organizing distributary channel network, of which we calculated metrics, including channel aspect ratio, drainage density and shoreline roughness...

Hyperspectral Core Imaging: Spanning the Gap From Plug to Log to Reservoir Scale

Search and Discovery.com

Hyperspectral Core Imaging: Spanning the Gap from Plug to Log to Reservoir Scale; #41943 (2016)

Jerome A. Bellian, Brigette Martini, Lyn Canter, Ronnell Carey, David Katz, Patricia Rodrigues, Jennifer Curnow, Marshall Jung, Mary Guisinger

Search and Discovery.com

... in this study to achieve a continuous mineral map along the length of conventional core. This instrument utilizes active-scanning hyperspectral imagery...

Aiding self-supervised coherent noise suppression by the introduction of signal segmentation using blind-spot networks

Sixiu Liu, Claire Birnie, Tariq Alkhalifah, Andrey Bakulin

International Meeting for Applied Geoscience and Energy (IMAGE)

...Aiding self-supervised coherent noise suppression by the introduction of signal segmentation using blind-spot networks Sixiu Liu, Claire Birnie...

Improving Prediction of Total Organic Carbon in Prospective Australian Basins by Employing Machine Learning

Irina Emelyanova, Marina Pervukhina, M. Ben Clennell, David N. Dewhurst

Petroleum Exploration Society of Australia (PESA)

... such as self-organizing maps (Kohonen, 2001). ACKNOWLEDGMENTS The log data collection used in this study was kindly provided by (http://www.nt.gov.au...

Multi-cycles Sequence Stratigraphy Analysis and the Application of Seismic Waveform Classification Technique for Sandstone Prediction in Shallow Lake Basin, #50642 (2012)

Qinglong Xia, Tao Guo, Chunqiang Xu, Zhigang Liu, Ruoxiang Zhang

Search and Discovery.com

...Multi-cycles Sequence Stratigraphy Analysis and the Application of Seismic Waveform Classification Technique for Sandstone Prediction in Shallow Lake...

ABSTRACT: Interdisciplinary Analysis of Fluvial Dominated Deltaic Reservoirs: Glenn Pool Field, Creek County, Oklahoma, by Gokay Bozkurt, Liangmiao Ye, Asnul Bahar; #91020 (1995).

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Abstract: Self-Similarity of High-Frequency Sequences--Implications for Correlation and Reservoir Characterization, Gallup Sandstone (Turonian), Northwestern New Mexico, by D. W. Valasek; #91012 (1992).

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Automatic Lithofacies Segmentation Using the Wavelet Transform Modulus Maxima Lines WTMM Combined with the Detrneded Fluctuation Analysis DFA

S. Ouadfeul

Asociación Colombiana de Geólogos y Geofisicos del Petróleo (ACGGP)

... to compare our model, but when we compared our geological discontinuities with those obtained by the self organizing map (SOM) , we remarked that the mines...

Seismic random noise attenuation via enhanced similarity self-supervised learning

Jiale Wang, Naihao Liu, Yihuai Lou, Jinghuai Gao

International Meeting for Applied Geoscience and Energy (IMAGE)

...Seismic random noise attenuation via enhanced similarity self-supervised learning Jiale Wang, Naihao Liu, Yihuai Lou, Jinghuai Gao Seismic random...

Machine Learning for Estimating Rock Mechanical Properties beyond Traditional Considerations

Yiwen Gong, Mohamed Mehana, Ilham El-Monier, Feng Xu, Fengyang Xiong,

Unconventional Resources Technology Conference (URTEC)

.... The clustering methods used are k-means clustering, self-organized map (SOM)/ hierarchical clustering combination. We divided the dataset into a training...

Optimizing Field Development Across Northern Delaware Basin for the Wolfcamp C

M. D. Rincones, I. Perez, J. Dark, A. Dutta, A. Wilkinson, Y. Wang, S. Bey, J. Hanzel, B. Biurchieva, P. Hoang

Unconventional Resources Technology Conference (URTEC)

... 7. Similarity map inputs The hierarchical cluster algorithm used was based on the dynamically growing self-organizing tree (DGSOT), Luo et al...

ABSTRACT: High Resolution Seismic and Core Data from Northern Gulf of Mexico Shelf Used to Develop Self-Instructional Web Sites in Sequence Stratigraphy and Reservoir Analysis, by J. Anderson, L. Banfield, P. Bart, B. Eckles, M. Fassel, A. Rodriguez, J. Smith, and J. Snow; #90941 (1997).

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Bed-Thickness Structure of Multi-Sourced Ramp Turbidites: Devonian Brallier Formation, Central Appalachian Basin

Carl N. Drummond

Journal of Sedimentary Research (SEPM)

... as a self-organizing destabilizing mechanism without the necessity of calling on a second external causative process. Such a model implicates an updip...

Gulf Coast Association of Geological Societies and Gulf Coast Section of SEPM 65th Annual Convention

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Introduction to Fractals

Roy E. Plotnick

Special Publications of SEPM

.... The principle of self-similarity is nonetheless realized approximately in nature . . The analysis of the Koch curves shows one approach...

Extended Abstract: Uncertainity Analysis in The Sawan Static Reservoir Model and Optimization of Facies Using Neural Network Technology*; #90139 (2012)

Attique ur Rahman and Muhammad Ibrahim

Search and Discovery.com

... output is best for a given input and reorganizes accordingly, and the parameters are determined as a result of a self-organizing process. In initial...

Exploration and Development of the Kamojang Geothermal Field

D. Robert, R. Raharso, S. Bastaman

Indonesian Petroleum Association

... anomalies are strictly related to the geological features. Hydrothermal alteration, the role of the self-sealing and di-self sealing processed...

Modern Methods of Paleoecology

Raymond C. Moore

AAPG Bulletin

... succession for lithofacies analysis certainly leads to lithofacies maps that are spurious unless carefully explained. This is illustrated by a map...

Environmental & Engineering Geology of the Wasatch Front Region; Frontmatter

William R. Lund

Utah Geological Association

..., UTAH   by Brian A. Bryant, and Carl E. Cole 45 AN INTEGRATED GEOPHYSICAL ANALYSIS OF SHALLOW FAULTING IN THE WASATCH FAULT ZONE NEAR SPRINGVILLE...