| Session 1 | Automation - Reliability and Productivity | ||
| Automated Geosteering using a Bayesian Network | Hugh Winkler | download- full | |
| Combined Automation of Geologic Log Correlation and Directional Drilling | Bill Chmela | download- edited | |
| Transforming Well Path Planning: You Can Plan the Most Productive Well and Drill it, too | David Cotrell | download- full | |
| Automated Log Editing Using Machine Learning | Fred Jenson | download- full | |
| Session 2 | Leveraging Cloud and Machine Learning to Transform How Geoscientists Work Data | ||
| Transforming Seismic and Geoscience Data Workflows Utilizing Cloud and Machine Learning Technology | John Adamick | no release | |
| Using Multi-Attribute Seismic Neural Analysis from Interpretation Through Reservoir Estimation – A Full-Cycle Workflow | Deborah K. Sacrey | download- edited | |
| Bootstrapping Lithology Classification | Tobias Hoeink | no release | |
| Machine-Learned Mapping of Basin-wide Salt: Old Data – New Methods | Scott Morris | download- full | |
| Session 3 | Digital Transformation of the Geosciences – Hype or Hope | ||
| Key Note How We Get From Bytes to Barrels in the Delaware Basin |
David O'Brien | no release | |
| Evolution of Drilling Data and Geological Data Utilization in Drilling Optimization | Ernest Onyia | download- edited | |
| (Artificially) Intelligent Methods to Maximize Value from Piston Core Geochemistry: An Example from Offshore Nigeria | Benjamin Kirkland | download- edited | |
| Spatial Seismic Waveform Analysis using Enhanced Similarity Algorithm | Daniel De Lilla | no release | |
| Generative Adversarial Networks in Seismic Data Processing | Stephen Alwon | download- edited | |
| Session 4 | Machine Learning and Data Analytics in Exploration and Production | ||
| Identifying New Drilling Areas in Midland Basin Integrating Geological Mapping, Predictive Analytics and GIS Technology | Camilo Rodriguez | download- full | |
| The Use of Machine Learning to Enhance Faults and Fractures Detection in Seismic Data | Hesham Refayee | download- full | |
| Machine Learning-Based Approach to Assistive Well Log Correlation | Seth Brazell | download- edited | |
| Applying Artificial Intelligence to Seismic Data for Enhanced Earth Modeling | Richard Koseluk | download- full | |
| Digital Transformation and Deep Learning in E&P | Bode Omoboya | no release | |
| Using Machine Learning for Fault Detection in Unconventional Reservoir Development | Cody Comiskey | no release |