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The AAPG/Datapages Combined Publications Database

Showing 6,062 Results. Searched 200,293 documents.

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Abstract: Seismic Facies Classification Using a Visual-Based Method, Part 2: Application to 3D Seismic Data; #90211 (2015)

Iván Marroquin, Bruce Hart, and Jean Jules Brault

Search and Discovery.com

... of this technique is Self-Organizing Maps (SOM). A SOM is a clustering algorithm that provides a topological mapping of the input data. Research...

2015

Proceedings of the First International Conference on The New Basement Tectonics; Frontmatter

Robert A. Hodgson, S. Parker Gay, Jr., Janet Y. Benjamins

Utah Geological Association

... UNITED STATES 23. Early Jointing and Cumulative Fracture Patterns * Richard P. Nickelsen 193 24. Fracture Analysis of New York State Using Multi...

1974

Fractal analysis of graphoglyptid trace fossils

James R. Lehane, A.A. Ekdale

PALAIOS

... the essential fractal characteristics of scale invariance and self similarity. Fractal analysis is presented as a tool for analyzing geometric...

2013

Integrated rock classification in carbonate formations based on elastic and petrophysical properties estimated from conventional well logs

Mehrnoosh Saneifar, Roy Conte, Clotilde Chen Valdes, Zoya Heidari, and Michael C. Pope

AAPG Bulletin

... Research, v. 109, p. 1–8, doi:10.1029/2003JB002443.Kohonen, T., 2001, The self-organizing map: Springer series in information sciences: Berlin, Springer...

2015

III Columbia Oil & Gas Investment Conference: Conventional & Unconventional Hydrocarbon Resources - Abstracts

Asociación Colombiana de Geólogos y Geofisicos del Petróleo (ACGGP)

... identification of prospect intervals. RESERVOIR CHARACTERIZATION USING THE CONTINUOUS WAVELET TRANSFORM (CWT) COMBINED WITH THE SELF ORGANIZING MAP...

2008

The Birth of the Modern Oil Industry in the Northern Carpathians, #70332 (2018).

Piotr Krzywiec

Search and Discovery.com

... professional achievements as a self-educated chemist prompted local authorities to give him permission to enroll for graduate studies in chemistry...

2018

Unsupervised clustering of frequently repeated 4D seismic data for delineation of CO2 plume development

Boshara M. Arshin Sukar, Colin MacBeth

International Meeting for Applied Geoscience and Energy (IMAGE)

...-organizing feature map (SOM) and Deep Clustering (DC). KM divides data into k pre-defined number of clusters and identifies randomly k centroids...

2023

Application of the Analytical Hierarchy Process (AHP) to Determine Gas Allocation Under Shortage Condition

Arie Wisianto, A. Andriansyah

Indonesian Petroleum Association

... Department is to transport gas either from PERTAMINA it self or from the second party (Shippers). The location map of Gas Transmission PERTAMINA Western...

2007

Continuous Mineral Mapping of Core Using Hyperspectral Imaging: Example from the Upper Cretaceous Austin Chalk Marathon 1 Robert Todd Core, Central Louisiana

Tobi Kosanke, Robert G. Loucks, Toti Larson, James Greene, Paul Linton

Unconventional Resources Technology Conference (URTEC)

... that are spectrally and spatially significant. This unsupervised self-organizing map (SOM) classification algorithm is applied with specific wavelet features...

2019

Exploring Basin-Scale Relations and Unsupervised Classification to Quantify and Automate the Definition of Assessment Units in USGS Continuous Oil and Gas Resource Assessments

Chilisa M. Shorten, Scott A. Kinney, Katherine J. Whidden

International Meeting for Applied Geoscience and Energy (IMAGE)

...: 7321 Unsupervised classification, using the iterative self-organizing (ISO) clustering tool (Esri, 2016), was performed on the input rasters...

2021

Comparison of Clustering Techniques to Define Chemofacies in Mississippian Rocks in The STACK Play, Oklahoma; #42523 (2020)

David Duarte, Rafael Pires de Lima, Roger Slatt, Kurt Marfurt

Search and Discovery.com

... strata. We compare the results of Hierarchical cluster analysis (HCA), K-means, Self-organizing map (SOM), and Density-based spatial clustering...

2020

Integrated Reservoir Description and Flow Performance Evaluation: Glenn Pool Field — Self Unit Study

Asnul Bahar, Leslie Thompson, Mohan Kelkar

Tulsa Geological Society

.... Kerr and Ye9 defined 6 DGI's in the Self Unit, namely DGI-A through F from top to bottom. Early analysis results of the core and Formation Micro...

1996

ABSTRACT: Thermal mapping of self-heating coal waste dumps in Upper Silesia (Poland)

Á. Nádudvari

The Society for Organic Petrology (TSOP)

...ABSTRACT: Thermal mapping of self-heating coal waste dumps in Upper Silesia (Poland) Á. Nádudvari Copyright © 2013 The Society for Organic Petrology...

2013

Quantifying uncertainty in unsupervised machine learning methods for seismic facies using outcrop-derived 3D models and synthetic seismic data

Karelia La Marca, Heather Bedle, Lisa Stright, Rafael Pires de Lima, Kurt J. Marfurt

International Meeting for Applied Geoscience and Energy (IMAGE)

... pattern recognition from seismic attributes: Principal component analysis and self-organizing map: Interpretation, 3, no. 4, SAE59–SAE83, doi: https...

2022

Quantitative Calibration of Hyperspectral Core Imaging Data: A New Method for Producing Continuous, High-Resolution Mineralogical Characterization of Cores from Both Conventional and Unconventional Reservoirs; #42444 (2019)

James Greene, Tobi H. Kosanke, Paul Linton

Search and Discovery.com

... into classifications that are spectrally and spatially significant. The unsupervised self-organizing map (SOM) classification algorithm is applied...

2019

Applications of Artificial Intelligence in Log Analysis: Chapter 7

John H. Doveton

AAPG Special Volumes

... or classification. By contrast, self-organizing Fig. 8. Basic relationship between number of neural network layers and the complexity of partition boundaries...

1994

Continuous Oil Pools and Self-Sourcing Reservoirs: International Examples and Australian Possibilities

John Scott

Petroleum Exploration Society of Australia (PESA)

...Continuous Oil Pools and Self-Sourcing Reservoirs: International Examples and Australian Possibilities John Scott Continuous Oil Pools and Self...

1998

Integrating Deep Learning and Seismic Data for Mudstone Characterization and SAGD Development in Heterogeneous Reservoirs

Huiwen Pang, Hanqing Wang, Chuan Qin, Jingwei Tian

Unconventional Resources Technology Conference (URTEC)

... petrophysical interpretation of shale types, multi-attribute seismic extraction along boreholes, and advanced feature engineering with precise time-depth...

2025

Tomorrow's Explorers; #120031 (2009)

Arthur R. Green

Search and Discovery.com

... is that basins are complex, non-linear, self-organizing, dynamic natural systems. They are thrown in and out of thermodynamic and pressure equilibrium...

2009

Application of Data Analytics for Production Optimization in Unconventional Reservoirs: A Critical Review

Srikanta Mishra, Luan Lin

Unconventional Resources Technology Conference (URTEC)

...-Organizing Map (SOM) – Classifies data in such a way so the multi-dimensional input dataset is converted to a lower-dimensional grid space without losing...

2017

Concretion Formation In Volcaniclastic Host Rocks: Evaluating the Role of Organics, Mineralogy, and Geochemistry On Early Diagenesis

S. L. Potter-McIntyre, M. A. Chan, B. J. McPherson

Journal of Sedimentary Research (SEPM)

... patterns formed by self-organizing processes in porous media: Geofluids, v. 11, p. 124– 133. Beitler, B., Chan, M.A., and Parry, W.T., 2003, Bleaching...

2014

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