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1–3 March 2023
Bangkok, Thailand

IPTC Programme Schedule

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TS23 Technical Session 23: Innovation and Machine Learning II

Thursday, 2 March
Lotus Suite 3-4, Level 22
Technical Session
Chairperson
Clare Barker-White - S&P Global Commodity Insights
Suhaileen Shahar - PETRONAS
  • 1600-1630 22886
    Integrated Multiscale Carbonate Rock Types Prediction Using Multiscale Data and Kohonen Self-organising Maps in E11 Field, Central Luconia Province, Malaysia
    G.P. Jimenez, A. A Latiff, U. Teknologi PETRONAS; W. Ben Habel, SLB; S. Bing Bing, U. Teknologi PETRONAS; M.C. Poppelreiter, Shell
  • 1630-1700 22867
    Automatic Lithology Classification of Cuttings with Deep Learning
    T. Nanjo, K. Miyoshi, K. Ishikawa, Japan Oil, Gas & Metals National Corp.; H. Wang, V. Shulakova, R. Beloborodov, R. Kempton, C.D. Piane, Commonwealth Scientific and Industrial Research Organisation; M.B. Clennell, CSIRO Earth Sciences & Resource Engineering; M. Pervukhina, Commonwealth Scientific and Industrial Research Organisation; Y. Mizutani, T. Harada, JX Nippon Oil & Gas Exploration Corp.
  • 1700-1730 22889
    Industrial Workflow for Automatic 3D Object Detection in a Stratigraphic Deposition Context
    L. Boillot, F. Pivot, J. Seillade, TotalEnergies OneTech
  • Alternate 22852
    Achieving Productivity and Operational Efficiency, and High-quality Data through Automation in Well Log Data Quality Control and Acceptance Process Using AI/ML Technique
    H. Al-Aradi, B. Akbar, Kuwait Oil Co.; P. Achmad, W.U. Khan, SLB
  • Alternate 22876
    Machine Learning for Facies Distribution of Large Carbonate Reservoir Models: A Case Study
    F. Robail, S. Sanyal, K. Kok, F. Bt Hairon Nizar, A. B M Noor Azudin, U. Farah Mohamad Rosli, PETRONAS Carigali Sdn Bhd
  • Alternate 22865
    Quantitative Identification Of Sandstone Lithology Based On Thin-section Micrographs Using The U-net Semantic Segmentation Network
    B. Zhang, Petroleum Exploration and Production Research Inst., Sinopec; X. Jin, Beijing Electronic Science and Technology Inst.; Y. Xiao, China Petroleum & Chemical Corp. (Sinopec); Y. Hou, Beijing Electronic Science and Technology Inst.; J. Meng, Z. Huang, M. Han, Petroleum Exploration and Production Research Inst., Sinopec
  • Alternate 22864
    Comprehensive Applications of High-accuracy Fault Prediction in a Complex Structural Belt
    X. Zhang, C. Du, X. Liu, S. Xu, X. Gu, BGP Inc., CNPC

Sponsoring Societies

AAPG

 

EAGE

 

SEG

 

SPE