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SPE Orange and Blue Logo ATCE
21–23 October 2026 | George R. Brown Convention Center | Houston, TX, USA

21–23 October 2026
George R. Brown Convention Center
Houston, TX, USA

SPE white Logo ATCE

21–23 October 2026
George R. Brown Convention Center
Houston, TX, USA

2026 Technical Program

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Unconventional Hydraulic Frac Design

Wednesday, 3 January
Technical Session
Session Chairpersons
Guoxiang Liu - U.S. Department of Energy National Technology Lab
Annie Shen - Enverus
  • Alternate
    Multi-modal Data-driven Fracture Response Surrogate: Integrating Development History And Prior Knowledge For Efficient Co2 Storage Assessment
    F. Zhang, J. Tang, Tongji University; J. Yang, W. Chen, PetroChina Southwest Oil & GasField Company; H. Wang, Eng Tech Research Inst of Petrochina Southwest O&G Field; Y. Jia, PetroChina Southwest Oil & GasField Company; S. Jiang, China national petroleum corporation
  • Alternate
    Rollout-aware Graph Neural Network-based Simulator For Hydraulic Fracture Propagation
    W. Liansong, Southwest Petroleum University
  • Alternate
    Real-time Optimization Of Multistage Hydraulic Fracturing Design Parameters Via Ai Surrogate-assisted Data Assimilation And Reinforcement Learning With Coupled Stress Field And Fracture Geometry Inversion
    Z. Zhou, China University of Petroleum(East China); Q. Sun, Petroleum Recovery Research Center, China University of Geosciences Beijing; B. Sun, China University of Petroleum(East China)
  • Alternate
    Conditional Variational Autoencoder For Rapid Prediction Of Cluster-level Fracture Geometry, Proppant, And Conductivity Maps In Hydraulic Fracturing
    O. Talabi, S. Misra, Texas A&M University; R. Dusterhoft, Halliburton Energy Services Grp; A. Benson, Halliburton; B.N. Freestone, Halliburton Landmark
  • Alternate
    Physics-augmented Surrogate Model For Real-time Multi-cluster Fracture Propagation Monitoring And Optimization
    X. Du, C. Jia, King Abdullah University of Science & Tech
  • Alternate
    Integrated Data-driven Hydraulic Fracture Modeling Based On Continuous Wavelet Transform (cwt)
    M. A.Gabry, University of Houston
  • Alternate
    A Machine Learning Based Workflow For Frac Hit Assessment, Pattern Recognition, And Production Restoration
    L. Du, Y. Chen, W. Liu, S. Fu, Chengdu University of Technology
  • Alternate
    Automatic Corrosion Detection Using High-Resolution Magnetic Flux Data From Casing Inspection Of Oil & Gas Wells
    S. Silvia, T. Furlong, Baker Hughes
  • Alternate
    Rethinking Benchmarking For Unconventional Plays: A Machine Learning Paradigm At Global Scale
    M. Tavallali, S&P Global Inc.; S. Tabatabaie, IHS Markit; S. Hejazi, University of Calgary
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