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Atish Roy
Atish Roy
Geophysical Analyst, BP
Verified email at bp.com
Title
Cited by
Cited by
Year
A comparison of classification techniques for seismic facies recognition
T Zhao, V Jayaram, A Roy, KJ Marfurt
Interpretation 3 (4), SAE29-SAE58, 2015
1942015
Generative topographic mapping for seismic facies estimation of a carbonate wash, Veracruz Basin, southern Mexico
A Roy, AS Romero-Peláez, TJ Kwiatkowski, KJ Marfurt
Interpretation 2 (1), SA31-SA47, 2014
682014
Characterizing a Mississippian tripolitic chert reservoir using 3D unsupervised and supervised multiattribute seismic facies analysis: An example from Osage County, Oklahoma
A Roy, BL Dowdell, KJ Marfurt
Interpretation 1 (2), SB109-SB124, 2013
472013
Latent space classification of seismic facies
A Roy
The University of Oklahoma, 2013
332013
Mapping high frackability and high TOC zones in the Barnett Shale: Supervised probabilistic neural network vs. unsupervised multi-attribute Kohonen SOM
S Verma, A Roy, R Perez, KJ Marfurt
SEG Technical Program Expanded Abstracts 2012, 1-5, 2012
332012
A comparison of classification techniques for seismic facies recognition: Interpretation, 3
T Zhao, V Jayaram, A Roy, KJ Marfurt
SAE29–SAE58, 2015
292015
Automatic seismic facies classification with kohonen self organizing maps-a tutorial
A Roy, M Matos, KJ Marfurt
Geohorizons Journal of Society of Petroleum Geophysicists 15, 6-14, 2010
242010
Applying self-organizing maps of multiple attributes, an example from the Red-Fork Formation, Anadarko Basin
A Roy, KJ Marfurt, MC de Matos
2010 SEG Annual Meeting, 2010
202010
Active learning algorithms in seismic facies classification
A Roy, V Jayaram, KJ Marfurt
SEG Technical Program Expanded Abstracts 2013, 1467-1471, 2013
182013
Characterizing a Mississippian Tripolitic Chert reservoir using 3D unsupervised seismic facies analysis and well logs: An example from Osage County, Oklahoma
A Roy, BL Dowell, KJ Marfurt
SEG Technical Program Expanded Abstracts 2012, 1-5, 2012
152012
Application of 3D clustering analysis for deep marine seismic facies classification—An example from deep-water Northern Gulf of Mexico
A Roy, MMC de Matos, KJ Marfurt
132011
Streamline rock facies classification with deep learning cognitive process
S Mohamed, A Roy, A Sayed
SPE Annual Technical Conference and Exhibition, 2017
122017
An integrated study of a Mississippian tripolitic chert reservoir–Osage County, Oklahoma, USA
BL Dowdell, A Roy, KJ Marfurt
SEG Technical Program Expanded Abstracts 2012, 1-5, 2012
92012
Cluster assisted 3D and 2D unsupervised seismic facies analysis, an example from the Barnett Shale Formation in the Fort Worth Basin, Texas.
A Roy, KJ Marfurt
2011 SEG Annual Meeting, 2011
62011
Introduction to special section: Pattern recognition and machine learning
V Jayaram, PA Avseth, K Azbel, T Coléou, D Devegowda, P de Groot, ...
Interpretation 3 (4), SAEi-SAEii, 2015
52015
Active learning algorithms in seismic facies classification: 83rd Annual International Meeting, SEG, Expanded Abstracts, 1467–1471
A Roy, V Jayaram, KJ Marfurt
Abstract, 2013
52013
Well performance predictions from geologic, petrophysical and completions-related parameters using generative topographic mapping: A field case study
A Roy*, T Zhao, V Jayaram, D Devegowda
SEG Technical Program Expanded Abstracts 2015, 2853-2857, 2015
32015
Machine learning-based analysis of seismic attributes
A Roy, D Kumar, E Kazlauskas
US Patent 11,262,468, 2022
22022
Distance Metric Based Multi-Attribute Seismic Facies Classification to Identify Sweet Spots within the Barnett shale: A Case Study from the Fort Worth Basin, TX
A Roy, V Jayaram, K Marfurt
SPE/AAPG/SEG Unconventional Resources Technology Conference, 2013
22013
Characterizing a Mississippian Tripolitic Chert Reservoir Using 3D Unsupervised Multi-attribute Seismic Facies Analysis
A Roy, BL Dowdell, KJ Marfurt
Oklahoma City Geological Society 63 (5), 326-339, 2013
22013
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