Event

List

Talk 4.4 - Using machine learning for petrographic thin section analysis: A case study of Late Jurassic Upper Jubayla Formation carbonates, Saudi Arabia
  • Jun 21, 2021 03:30 PM – 03:40 PM
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Talk 4.5 - GAN-based 3D Carbonate Digital Rock Reconstruction
  • Jun 21, 2021 03:40 PM – 03:50 PM
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Talk 4.6 - Neural network-based CO2 interpretation from 4D Sleipner seismic images
  • Jun 21, 2021 03:50 PM – 04:00 PM
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Session IV Q&A
  • Jun 21, 2021 04:00 PM – 04:30 PM
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Session V : “Applications in image attributes and inversion”
  • Jun 21, 2021 04:29 PM – 06:30 PM
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Talk 5.1 - Deep learning for interpreting geologic structures
  • Jun 21, 2021 04:30 PM – 04:50 PM
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Talk 5.2 - Active learning to reduce human effort needed for seismic data processing parametrization
  • Jun 21, 2021 04:50 PM – 05:10 PM
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Talk 5.3 - Machine learning applied to seismic reflection and well-log data for reservoir characterization
  • Jun 21, 2021 05:10 PM – 05:30 PM
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Talk 5.4 - Deep learning in EM inversion with prior and posterior shaping
  • Jun 21, 2021 05:30 PM – 05:50 PM
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Session V Q&A
  • Jun 21, 2021 05:50 PM – 06:30 PM
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End of Day 2
  • Jun 21, 2021 21 Jun, 2021 18:30
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Session VI : Lightning Talks "Physics and pixels"
  • Jun 22, 2021 01:59 PM – 02:00 PM
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Talk 6.1 - Fracture recognition with U-net and pixel-based automatic fracture detection
  • Jun 22, 2021 02:00 PM – 02:10 PM
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Talk 6.2 - Train Deep Learning Models Using Outcrops Geological Images Datasets
  • Jun 22, 2021 02:10 PM – 02:20 PM
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Talk 6.3 - Unsupervised deep learning inversion of seismic data based on physical-driven
  • Jun 22, 2021 02:20 PM – 02:30 PM
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Talk 6.4 - Is it time to swish? Comparing activation functions in solving the Helmholtz equation using physics-informed neural networks
  • Jun 22, 2021 02:30 PM – 02:40 PM
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Talk 6.5 - Scattered wavefield reconstruction and velocity inversion based on physics-informed neural networks
  • Jun 22, 2021 02:40 PM – 02:50 PM
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Talk 6.6 - Applying Machine Learning to Satellite Imagery for Tracking Deforestation
  • Jun 22, 2021 02:50 PM – 03:00 PM
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Session VI Q&A
  • Jun 22, 2021 03:00 PM – 03:30 PM
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Session VII : “The delicate balance between the ML and the physics”
  • Jun 22, 2021 03:29 PM – 05:30 PM
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