Machine learning and data-driven/hybrid methods 2/2
Tracks
3 Rios (Minho, Lima & Cavado)
| Friday, September 11, 2026 |
| 9:00 AM - 10:40 AM |
| 3 RIOS |
Speaker
Dr Michael Causon
Data Scientist
SLB
Hybrid Physics–Machine Learning Proxy Optimization for Large-Scale Closed-Loop Reservoir Management
9:00 AM - 9:25 AM
Dr Michel Cancelliere
Petroleum Engineering System Analyst
Saudi Aramco
Accelerating Reservoir Well Allocation Optimization Using AI Surrogates in Look-Ahead Model Frameworks
9:25 AM - 9:50 AM
Dr Tianjun Hou
Slb
Topology-Aware Deep Learning for Implicit Structural Model Reconstruction
9:50 AM - 10:15 AM
Mr Vitaly Starikov
Research Assistant
Heriot-Watt University Dubai
An Iterative Local Minimum Approach for Parameter-Free Identification of Pressure Transients
10:15 AM - 10:40 AM
