Technical Session 7: Big Data Analytics - II
05 Feb 2025
Grand Ballroom
Technical Session
| Primary | 14:30 – 15:00 | Leveraging PINNs and LLMs Towards AI-Powered Well Log Data Interpretation PhazeRo |
| Primary | 15:00 – 15:30 | Machine Learning (ML) Assisted Unconventional Reservoir Production Forecasting Ivan Velikanov, SLB |
| Primary | 15:30 – 16:00 | Hybrid Models for Predicting Water Cut and Gas-Oil Ratio: A Comparative Study Bayan Almomtan, Aramco |
| Alternate / ePoster | TBC | Development of a High-Resolution TOC Prediction Machine Learning Model in Reservoirs Using Continuous Well Log Data Amaresh Mishra, Rajiv Gandhi Institute of Petroleum Technology |
| Alternate / ePoster | TBC | Identifying Governing Forces in Fractured Reservoirs Using Deep Learning and Bayesian Inversion Xupeng He, Aramco |
| Alternate / ePoster | TBC | Loosing Your WITS: Why the Drilling Industry Needs a Smarter Data Exchange Standard Fahd Saghir, Aramco |
| Alternate / ePoster | TBC | Case Study: ML Based Downhole Casing Inspection Using High-Resolution Magnetic Flux Leakage Data Shejuti Silvia, Baker Hughes |
