ML & AI for Production Optimisation & Forecast-1
Tracks
Petroleum and Reservoir Engineering
| Thursday, June 11, 2026 |
| 8:30 AM - 11:30 AM |
| Room 9 |
Speaker
Mr Oleh Yurchyshyn
Research and Design Institute of JSC «Ukrnafta»
From Subsurface Archives to Field Decisions: A Tool-Orchestrated Agentic Workflow for Traceable Hydraulic Fracturing Candidate Ranking
8:30 AM - 8:50 AM
Mr Woosung Jo
PhD candidate
Seoul National University
Well Placement Optimization under Geological Uncertainty using Deep Reinforcement Learning
8:50 AM - 9:10 AM
Mr Artem Egorov
Heriot-Watt University
Machine Learning Well Test Regimes Classifier based on Synthetic Analytical Models
9:10 AM - 9:30 AM
Mr Jian Yang
Southwest Petroleum University
A Novel Method for Remaining Oil Identification Based on Deep Learning Networks
9:30 AM - 9:50 AM
Mortadha Khawaja
Saudi Aramco
Knowledge Graph-based Petroleum Engineering Ontological Framework for Well Performance Assessment
10:10 AM - 10:30 AM
Mr Oscar Vazquez
Research Fellow
Heriot-Watt University
Optimization of Oilfield-Scale-Inhibitor Squeeze Treatments: Data-driven versus Conventional Approaches
10:30 AM - 10:50 AM
