| A comparison of classification techniques for seismic facies recognition T Zhao, V Jayaram, A Roy, KJ Marfurt Interpretation 3 (4), SAE29-SAE58, 2015 | 296 | 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 | 88 | 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 | 54 | 2013 |
| Latent space classification of seismic facies A Roy The University of Oklahoma, 2013 | 46 | 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 International Exposition and Annual Meeting, SEG-2012-1494, 2012 | 41 | 2012 |
| 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 | 27 | 2010 |
| Active learning algorithms in seismic facies classification A Roy, V Jayaram, KJ Marfurt SEG Technical Program Expanded Abstracts 2013, 1467-1471, 2013 | 22 | 2013 |
| Applying self-organizing maps of multiple attributes, an example from the Red-Fork Formation, Anadarko Basin A Roy, KJ Marfurt, MC de Matos SEG International Exposition and Annual Meeting, SEG-2010-1591, 2010 | 22 | 2010 |
| Streamline rock facies classification with deep learning cognitive process S Mohamed, A Roy, A Sayed SPE Annual Technical Conference and Exhibition?, D031S030R003, 2017 | 21 | 2017 |
| 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 | 17 | 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 | 16 | 2011 |
| Machine learning-based analysis of seismic attributes A Roy, D Kumar, E Kazlauskas US Patent 11,262,468, 2022 | 12 | 2022 |
| An Integrated Study of a Mississippian Tripolitic Chert Reservoir-Osage County, Oklahoma, USA BL Dowdell, A Roy, KJ Marfurt SEG International Exposition and Annual Meeting, SEG-2012-1563, 2012 | 9 | 2012 |
| Active learning algorithms in seismic facies classification: 83rd Annual International Meeting, SEG, Expanded Abstracts, 1467–1471, doi: 10.1190/segam2013-0769.1 A Roy, V Jayaram, KJ Marfurt Abstract, 2013 | 6 | 2013 |
| 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 SEG International Exposition and Annual Meeting, SEG-2011-1734, 2011 | 6 | 2011 |
| Bayesian integrated reservoir characterization, BIRCh, and its application to the Raven Field P Paramo, K Wolf, J Zhang, R Biswas, M Walker, J Winterbourne, A Roy, ... 84th EAGE Annual Conference & Exhibition 2023 (1), 1-5, 2023 | 5 | 2023 |
| 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 |
| 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 International Exposition and Annual Meeting, SEG-2015-5916229, 2015 | 4 | 2015 |
| Bayesian AVA elastic seismic inversion using Stein variational gradient descent (SVGD) R Biswas, M Walker, J Zhang, P Paramo, K Wolf, S Gerth, J Winterbourne, ... 84th EAGE Annual Conference & Exhibition 2023 (1), 1-5, 2023 | 3 | 2023 |
| Gaussian mixture models as priors in a gradient-based variational algorithm for Bayesian elastic inversion M Walker, P Paramo, K Wolf, J Zhang, R Biswas, C Decalf, S Gerth, ... 84th EAGE Annual Conference & Exhibition 2023 (1), 1-5, 2023 | 3 | 2023 |
Vikram JayaramNeuralix.ai在 neuralix.ai 的电子邮件经过验证
Vikram JayaramNeuralix.ai在 neuralix.ai 的电子邮件经过验证
Tao ZhaoSLB在 slb.com 的电子邮件经过验证
Sumit VermaEndeavor Energy Resources在 alumni.ou.edu 的电子邮件经过验证
Anjum SayedLead Data Scientist