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Talk 7.1 - Machine learning to replace or to augment the physics?
Jun 22, 2021 03:30 PM – 03:50 PM
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Talk 7.2 - Computational Methods for Seismic Inversion: Data-driven VS Physics-driven or Combined?
Jun 22, 2021 03:50 PM – 04:10 PM
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Talk 7.3 - Fast and reliability-aware seismic imaging with conditional normalizing flows
Jun 22, 2021 04:10 PM – 04:30 PM
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Talk 7.4 - Artificially intelligent waveform inversion: physics-guided neural network functions
Jun 22, 2021 04:30 PM – 04:50 PM
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Session VII Q&A
Jun 22, 2021 04:50 PM – 05:30 PM
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Session VIII : “AI Applications in Petroleum Engineering”
Jun 22, 2021 05:29 PM – 06:30 PM
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Talk 8.1 - AI-based Modeling and Optimization for Field Operations
Jun 22, 2021 05:30 PM – 05:50 PM
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Talk 8.1 Q&A
Jun 22, 2021 05:50 PM – 06:00 PM
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Talk 8.2 - Petroleum Data Analytics; Engineering Application of Artificial Intelligence & Machine Learning in the Petroleum Industry
Jun 22, 2021 06:00 PM – 06:20 PM
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Talk 8.2 Q&A
Jun 22, 2021 06:20 PM – 06:30 PM
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End of Day 3
Jun 22, 2021 22 Jun, 2021 18:30
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Session IX : “Applications on wavefields and model building”
Jun 23, 2021 01:59 PM – 04:00 PM
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Talk 9.1 - Deep learning geophysics: applications on data processing and inversion
Jun 23, 2021 02:00 PM – 02:20 PM
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Talk 9.2 - Machine learning algorithms for surface wave dispersion curve automatic picking
Jun 23, 2021 02:20 PM – 02:40 PM
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Talk 9.3 - Seismic tomography using physics-informed neural networks
Jun 23, 2021 02:40 PM – 03:00 PM
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Talk 9.4 - Preconditioning seismic processing problems with neural networks
Jun 23, 2021 03:00 PM – 03:20 PM
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Session IX Q&A
Jun 23, 2021 03:20 PM – 04:00 PM
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Session X : “Applications in inverse problems”
Jun 23, 2021 03:59 PM – 06:00 PM
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Talk 10.1 - Towards Complete Machine-Learning-Based Earthquake Monitoring Workflows
Jun 23, 2021 04:00 PM – 04:20 PM
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Talk 10.2 - Inversion and imaging with deepfake data
Jun 23, 2021 04:20 PM – 04:40 PM
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