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

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Technical Programme

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Session 15: Predictive Modeling Innovations

Monday, 21 April
Room 5
Technical Sessions
Session Chairpersons
Omar Al-Farisi - Dragon Oil
Ahmed Mahmoud - KFUPM
  • 0330-0400 224578
    Advanced History Matching Workflow By Deep Learning Surrogates With Knowledge-based Graph Neural Networks
    L. Sasal, Z. ELABID, Sorbonne University Abu Dhabi; D. Busby, E. CHERIF, TotalEnergies; A. Hadid, Sorbonne University Abu Dhabi
  • 0400-0430 224497
    A Machine Learning-based Proxy Model For Predicting Multiphase Wellbore Fluid Parameters
    S. Ur Rehman, Society of Petroleum Engineers; W. Yousuf, Texas A&M University; O. Al-Farisi, L. Rouis, Dragon Oil PLC.; M. Al Kobaisi, Khalifa University of Science and Technology; M. Gibrata, Dragon Oil Limited; Q. Huang, J. Almansoori, Dragon Oil PLC.; M. ElDali, Dragon Oil Limited; H. Belhaj, Khalifa University of Science and Technology
  • 0430-0500 224472
    Leveraging Artificial Intelligence Models For Enhanced Operational Efficiency In The Oil & Gas Industry: Driving Production, Safety, And Cost Optimization
    M.P. Khammo, Dragon Oil; A. Obedkov, Dragon Oil PLC.; R. Aljarwan, Dragon Oil Holdings Ltd.; A. Hassan, Dragon Oil PLC.; H. Almansoori, Dragon Oil Limited; M. Alamri, M. Alhebshi, H. Alnuaimi, Dragon Oil PLC.
  • Alternate 224502
    Multi-resolution Reservoir Simulation Through Super-resolution Techniques
    H. Li, B. Aslam, King Abdullah University of Science and Technology; B. Yan, King Abdullah University of Science & Tech
  • Alternate 224587
    Physics-informed Graph Neural Networks (pi-gnn) With Uncertainty Quantification For Optimizing Oil Recovery
    Y. Laaouach, Sussex University; 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; M.G. Szlachta, Merlin ERD Ltd
  • Alternate 224561
    Real-time Production Optimization: A Machine Learning Approach To Virtual Flow Metering
    M. Korish, Dragon Oil Holding; M. Ibrahim, Dragon Oil Limited; L. Tealdi, A. Al+Hanaee, Dragon Oil Holding
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