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2025 SPE Western Regional Meeting
27 April–1 May 2025 | Hyatt Regency Orange County | Garden Grove, California, USA

 

SPE Logo

2025 SPE Western Regional Meeting
27 April–1 May 2025 | Hyatt Regency Orange County | Garden Grove, California, USA

 

Technical Program 2025

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06 Machine Learning & AI I

Tuesday, 29 April
Regal
Technical and Invited Presenter
Chairperson
Shahram Farhadi - Ensense AI
  • 1330-1355
    The State of AI: Challenges and Opportunities
    M. Krause, Zenith Insurance
  • 1355-1420 224125
    Hybrid Neural Networks for Production Rate Forecast In Unconventional Reservoirs
    K. Osei, Resermine Inc; U. Odi, Aramco Americas; A. Gupta, Saudi Aramco; D. Davudov, A. Venkatraman, Resermine Inc; B. Dindoruk, University of Houston
  • 1420-1445 224128
    Tailoring Large Language Models for Drilling Applications: A Comparative Study of Retrieval Augmented Generation and Fine-tuning
    O.A. Elyas, H.W. Al Hashim, J.R. William, Massachusetts Institute of Technology
  • 1445-1510 224123
    Predicting Subsea Wellhead Fatigue Damage with a Machine Learning Based Tool
    W. Lu, Y. Ma, S. Cheng, Chevron Corporation
  • 1545-1610 224142
    Subsurface Flow and Carbon Emission Optimization Using Graph Network Surrogate Models with Carbon Accounting
    H. Tang, W. Long, University of Pittsburgh; Z. Chen, W. Teng, X. He, Stanford University; Z. Liu, University of Pittsburgh; Y. Zhang, ShanghaiTech University; M. Masnadi, University of Pittsburgh
  • 1610-1635 224127
    Leveraging Analog Wells to Fine-tune AI Foundation Models for Well Log Prediction
    S. Ouzineb, S. Wlodarczyk, SLB
  • 1635-1700 224159
    AI-assisted Field Development in Carbon Sequestration with Neural Operators
    J. Godlewski, SLB; P. Witte, Microsoft
  • 1700-1725 224119
    Streamlining Production Efficiency in F Cluster: Leveraging Practical Problem Solving (PPS) for Deferment Management and Well Recovery
    A. AL Hinai, A. AL AZRI, A. Awlad Wadair, K. Alabri, A. AL Marshoodi, S. Alharthy, R. Kumar, Petroleum Development Oman