Vikram Jayaram

A comparison of classification techniques for seismic facies recognition

Tao Zhao, Vikram Jayaram, Atish Roy et al. · Interpretation · 2015 · 248 citations

Looking Ahead of the Bit Using Surface Drilling and Petrophysical Data: Machine-Learning-Based Real-Time Geosteering in Volve Field

Ishank Gupta, Ngoc Que Anh Tran, Deepak Devegowda et al. · SPE Journal · 2020 · 58 citations

Engineering, Machine Learning, Volve Field +25

Machine learning model interpretability using SHAP values: Application to a seismic facies classification task

David Lubo-Robles, Deepak Devegowda, Vikram Jayaram et al. · 2020 · 42 citations

Lithofacies classification in Barnett Shale using proximal support vector machines

Tao Zhao, Vikram Jayaram, Kurt J. Marfurt et al. · 2014 · 28 citations

Engineering, Machine Learning, Geotechnical Engineering +23

TOC estimation in the Barnett Shale from triple combo logs using support vector machine

Tao Zhao, Sumit Verma, Deepak Devegowda et al. · 2015 · 23 citations

Geotechnical Engineering, Carbon Sequestration, Biogeochemistry +14