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21–23 April 2025 | Dubai World Trade Centre, Dubai, United Arab Emirates

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Schedule of Events

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Session 15: Predictive Modeling Innovations

Monday, 21 April
Room 5
Technical Session
Session Chairpersons
Omar Al-Farisi - Dragon Oil
Ahmed Mahmoud - KFUPM
  • 1530-1600 224578
    Advanced History Matching Workflow by Deep Learning Surrogates with Knowledge-based Graph Neural Networks
    L. Sasal, Z. ELABID, A. Hadid, Sorbonne University; D. Busby, E. CHERIF, TotalEnergies
  • 1600-1630 224472
    Leveraging Artificial Intelligence Models for Enhanced Operational Efficiency in the Oil and Gas Industry: Driving Production, Safety, and Cost Optimization
    M.P. Khammo, A. Obedkov, R. Aljarwan, A. Hassan, H. Almansoori, M. Alamri, M. Alhebshi, H. Alnuaimi, H. Zubari, K. Almaeeni, A. AlSharif, A. AlHashemi, S. Ismayilov, M. Yazmyradov, V. Sitnikov, A. Bayramkulyev, Dragon Oil
  • 1630-1700 224502
    Multiscale Reservoir Simulation Through Super-Resolution Techniques
    H. Li, B. Aslam, B. Yan, King Abdullah University of Science and Technology
  • Alternate 224587
    Physics-informed Graph Neural Networks (pi-gnn) with Uncertainty Quantification for Optimizing Oil Recovery
    Y. Laaouach, A. Marzouki, Independent Researcher
  • Alternate 224532
    Pragmatic AI Approach for Enhanced Well Planning and Execution: Leveraging the Power of AI Agents to Automate Workflows, Reduce Human Errors and Improve the Quality of Decision Making
    V.K. Payrazyan, O. Gubaidullina, Gain Energy; P. Wang, Gain.Energy; C. Stewart, M.G. Szlachta, Merlin ERD
  • Alternate 224561
    Real-time Production Optimization: A Machine Learning Approach to Virtual Flow Metering
    M. Korish, M. Ibrahim, L. Tealdi, A. Al Hanaee, Dragon Oil
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