Presentations in EAGE Online 2020
08 December, 2020
In EAGE 2020 Annual Conference Online the members of SWAG will be sharing the progress of their research.
Tuesday 8 December
Title: "Identifying Microseismic Events in Time-Reversed Source Images Using Support Vector Machine"
Authors: C. Song* and T. Alkhalifah (KAUST)
Session: Microseismic - Applications & Mechanisms
Time: 4:00 PM - 5:00 PM
Title: "3D Elastic Passive Source Inversion with an Equivalent Source"
Authors: H. Wang* and T. Alkhalifah (KAUST)
Session: Microseismic - Applications & Mechanisms
Time: 4:00 PM - 5:00 PM
Title: "3D Acoustic Orthorhombic Anisotropic Passive Source Inversion with Full Waveform Inversion"
Authors: H. Wang* and T. Alkhalifah (KAUST)
Session: Microseismic - Applications & Mechanisms
Time: 4:00 PM - 5:00 PM
Wednesday 9 December
Title: "Source-independent efficient wavefield inversion"
Authors: C. Song* and T. Alkhalifah (KAUST)
Session: Full Waveform Inversion 2
Time: 2:00 PM - 3:00 PM
Title: "A Sequential Inversion for the Velocity and the Intrinsic Attenuation Using Efficient Wavefield Inversion"
Authors: C. Song* and T. Alkhalifah (KAUST)
Session: Full Waveform Inversion 2
Time: 2:00 PM - 3:00 PM
Title: "Extrapolation of Low Wavenumbers in FWI Gradients by a Deep Convolutional Neural Network"
Authors: P. Plotnitskii*, V. Kazei, O. Ovcharenko, D. Peter and T. Alkhalifah (KAUST)
Session: Full Waveform Inversion 3
Time: 3:00 PM - 4:00 PM
Title: "ML-Misfit: Learning a Robust Misfit Function for Full-Waveform Inversion Using Machine Learning"
Authors: B. Sun* and T. Alkhalifah (KAUST)
Session: Full Waveform Inversion 3
Time: 3:00 PM - 4:00 PM
Title: "A Data-Driven Choice of Misfit Function for FWI Using Reinforcement Learning"
Authors: B. Sun* and T. Alkhalifah (KAUST)
Session: Full Waveform Inversion 3
Time: 3:00 PM - 4:00 PM
Title: "High-Resolution Time-Lapse FWI with Spatio-Spectral Regularization"
Authors: V. Kazei*, Q. Guo, T. Alkhalifah (KAUST)
Session: Full Waveform Inversion 2
Time: 2:00 PM - 3:00 PM
Thursday 10 December
Title: "Salt Body Flooding Using Activation Functions From Machine Learning"
Authors: A. Alali*, B. Sun, V. Kazei, T. Alkhalifah (KAUST)
Session: Velocity Model Building 1
Time: 5:00 PM - 6:00 PM
Title: "Deep Learning Tomography by Mapping Full Seismic Waveforms to Vertical Velocity Profiles"
Authors: V. Kazei*, O. Ovcharenko, P. Plotnitskii, D. Peter, X. Zhang, T. Alkhalifah (KAUST)
Session: Velocity Model Building 1
Time: 5:00 PM - 6:00 PM
Title: "High-Resolution Regularized Elastic Full Waveform Inversion Assisted by Deep Learning"
Authors: Y. Li*, T. Alkhalifah and Z. Zhang (KAUST)
Session: Velocity Model Building 1
Time: 5:00 PM - 6:00 PM
Friday 11 December
Title: "Time-Lapse Cross-Equalization by Deep Learning"
Authors: A. Alali, V. Kazei, B. Altaf, X. Zhang and T. Alkhalifah (KAUST)
Session: ML: Applications in Various Fields
Time: 2:00 PM - 3:00 PM
Title: "Wavefield Solutions from Machine Learned Functions that Approximately Satisfy the Wave Equation"
Authors: T. Alkhalifah* (KAUST)
Session: Wave Field Modelling 1
Time: 3:00 PM - 4:00 PM
The full agenda of the Technical Programme can be found here.