Dawson Ramos

A Novel Probabilistic Rig Based Drilling Optimization Index to Improve Drilling Performance

Adrian Ambrus, Pradeepkumar Ashok, A.. Chintapalli et al. · 2017 · 20 citations

Large-scale Global Optimization, Engineering, Machine Learning +22

A Step by Step Approach to Improving Data Quality in Drilling Operations: Field Trials in North America

Pradeepkumar Ashok, Adrian Ambrus, Dawson Ramos et al. · 2016 · 17 citations

Engineering, Measurement, Root Cause +23

Self-Learning Probabilistic Detection and Alerting of Drillstring Washout and Pump Failure Incidents During Drilling Operations

Adrian Ambrus, Pradeepkumar Ashok, Dawson Ramos et al. · IADC/SPE Drilling Conference and Exhibition · 2018 · 17 citations

Artificial Intelligence, Engineering, Machine Learning +25

Deployment of a Hybrid Machine Learning and Physics Based Drilling Advisory System at the Rig Site for ROP Optimization

Michael Behounek, Kirt McKenna, Taylor Thetford et al. · SPE/IADC International Drilling Conference and Exhibition · 2023 · 11 citations

Artificial Intelligence, Engineering, Machine Learning +24

Time-Series Data Augmentation Techniques for Improving Automated Drilling Dysfunction Classifiers

Michael Yi, Dawson Ramos, Pradeepkumar Ashok et al. · SPE/IADC International Drilling Conference and Exhibition · 2021 · 10 citations