| A comparison of classification techniques for seismic facies recognition T Zhao, V Jayaram, A Roy, KJ Marfurt Interpretation 3 (4), SAE29-SAE58, 2015 | 194 | 2015 |
| 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 | 68 | 2014 |
| 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 | 47 | 2013 |
| Latent space classification of seismic facies A Roy The University of Oklahoma, 2013 | 33 | 2013 |
| 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 | 33 | 2012 |
| A comparison of classification techniques for seismic facies recognition: Interpretation, 3 T Zhao, V Jayaram, A Roy, KJ Marfurt SAE29–SAE58, 2015 | 29 | 2015 |
| 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 | 24 | 2010 |
| 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 | 20 | 2010 |
| Active learning algorithms in seismic facies classification A Roy, V Jayaram, KJ Marfurt SEG Technical Program Expanded Abstracts 2013, 1467-1471, 2013 | 18 | 2013 |
| 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 | 15 | 2012 |
| 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 | 13 | 2011 |
| Streamline rock facies classification with deep learning cognitive process S Mohamed, A Roy, A Sayed SPE Annual Technical Conference and Exhibition, 2017 | 12 | 2017 |
| 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 | 9 | 2012 |
| 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 | 6 | 2011 |
| 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 | 5 | 2015 |
| Active learning algorithms in seismic facies classification: 83rd Annual International Meeting, SEG, Expanded Abstracts, 1467–1471 A Roy, V Jayaram, KJ Marfurt Abstract, 2013 | 5 | 2013 |
| 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 | 3 | 2015 |
| Machine learning-based analysis of seismic attributes A Roy, D Kumar, E Kazlauskas US Patent 11,262,468, 2022 | 2 | 2022 |
| 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 | 2 | 2013 |
| 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 | 2 | 2013 |
Vikram JayaramPioneer Natural Resources CompanyVerified email at pxd.com
