In EAGE 2025 Annual Conference in Toulouse the members of Deepwave will be sharing the progress of their research.
Tuesday 3 June
Title: "Multi-task seismic processing using generative diffusion models"
Authors: Shijun Cheng, Randy Harsuko, and Tariq Alkhalifah
Session: ML & AI for Seismic Processing-1
Style: Oral
Time: 9:00 AM - 9:20 AM
Title: "Self-supervised free-surface multiple suppression"
Authors: Shijun Cheng, Ning Wang, and Tariq Alkhalifah
Session: ML & AI for Seismic Processing-1
Style: Oral
Time: 10:00 AM - 10:20 AM
Title: "Accelerating Stein variational gradient descent in full waveform inversion with diffusion models"
Authors: Mohammad Hasyim Taufik, and Tariq Alkhalifah
Session: ML & AI for Seismic Imaging & Velocities-1
Style: Oral
Time: 11:20 AM - 11:40 AM
Title: "SiameseLSRTM: A Siamese network-based least-squares reverse time migration"
Authors: Xinru Mu, Omar S. Saad, and Tariq Alkhalifah
Session: Imaging Theory 1
Style: Oral
Time: 4:00 PM - 4:20 PM
Wednesday 4 June
Title: "Conditionally guided diffusion sampling for enhanced North Viking Graben velocity model building"
Authors: Mohammad Hasyim Taufik, and Tariq Alkhalifah
Session: ML & AI for Seismic Processing-3
Style: Oral
Time: 9:00 AM - 9:20 AM
Title: "Implicit full waveform inversion with energy-weighted gradient"
Authors: Shaowen Wang, and Tariq Alkhalifah
Session: FWI - Velocities-3 - Convergence
Style: Oral
Time: 10:40 AM - 11:00 AM
Title: "Efficient 3D velocity model building using conditional generative diffusion through reconstruction guidance"
Authors: Mohammad Hasyim Taufik, and Tariq Alkhalifah
Session: ML & AI for Seismic Processing-3
Style: Oral
Time: 11:20 AM - 11:40 AM
Title: "Microseismic Event Localization Using Conditional Diffusion Model"
Authors: Daniel Wamriew, Matteo Ravasi, and Tariq Alkhalifah
Session: ML & AI for Seismic Processing-3
Style: Oral
Time: 11:40 AM - 12:00 PM
Title: "Using a pretrained neural representation of seismic data for generative velocity model prediction"
Authors: Randy Harsuko, Shijun Cheng, and Tariq Alkhalifah
Session: FWI - Velocities-4 - 4D, gridding and ML
Style: Oral
Time: 2:20 PM - 5:20 PM
Title: "A Conditonal Diffusion Model for CO2 Monitoring and Forecasting in Heterogeneous Geological Formations"
Authors: Victoria De Pellegrini, Daniel Wamriew, and Tariq Alkhalifah
Session: Multi-Disciplinary Studies
Style: Oral
Time: 3:00 PM – 3:20 PM
Title: "A generative neural operator for seismic wavefield representation"
Authors: Shijun Cheng, Mohammad H. Taufik, and Tariq Alkhalifah
Session: Wavefield Modeling 2 & Diffraction imaging
Style: Oral
Time: 3:00 PM - 3:20 PM
Title: "Full Waveform Inversion with CNN-Driven Velocity Refinement"
Authors: Xinru Mu, Omar S. Saad, and Tariq Alkhalifah
Session: FWI - Velocities-4 - 4D, gridding and ML
Style: Oral
Time: 4:00 PM - 4:20 PM
Title: "Simultaneous Localization and Moment Tensor Inversion of Microseismic Events Using Convolutional Neural Network"
Authors: Daniel Wamriew, Matteo Ravasi, Omar Saad, and Tariq Alkhalifah
Session: ML & AI for Seismic Processing-4
Style: Oral
Time: 4:20 PM - 4:40 PM
Title: "Self-supervised Deep Learning Framework for Multi-Source Full Wave Inversion"
Authors: Omar M. Saad, and Tariq Alkhalifah
Session: FWI - Velocities-4 - 4D, gridding and ML
Style: Oral
Time: 4:20 PM - 4:40 PM
Title: "Deep-learning-based time shift estimation for Full Waveform Inversion"
Authors: Mustafa Alfarhan, Fuqiang Chen, George Turkiyyah, David Keyes, Ivan Vasconcelos, and Matteo Ravasi
Session: FWI - Velocities-4 - 4D, gridding and ML
Style: Oral
Time: 4:40 PM - 5:00 PM
Thursday 5 June
Title: "Siamese Neural Network for Multi-parameter Elastic Full Wave Inversion"
Authors: Omar M. Saad, and Tariq Alkhalifah
Session: ML & AI for Seismic Imaging & Velocities-2
Style: Oral
Time: 9:00 AM - 9:20 AM
Title: "Testing the Ability of Cross-Well Imaging for Monitoring CO2 Plumes"
Authors: Yuanyuan Yang, Dias Urozayev, Nicolas Barbosa, Amir Ghaderi, Omar M. Saad, and Tariq Alkhalifah
Session: FWI - Imaging-2 - Theory and multi-parameter
Style: Oral
Time: 10:00 AM - 10:20 AM
Title: "Multiresolution hash encoding for high resolution implicit full waveform inversion"
Authors: Shaowen Wang, Matteo Ravasi, and Tariq Alkhalifah
Session: ML & AI for Seismic Imaging & Velocities-2
Style: Oral
Time: 11:40 AM - 12:00 PM
Title: "Accelerating Marchenko Imaging via self-supervised focusing function prediction"
Authors: Ning Wang, Matteo Ravasi, and Tariq Alkhalifah
Session: Poster session 1D - Seismic Velocities & Imaging 2
Style: Poster
Time: 2:00 PM - 3:00 PM
Title: "Robust FWI-Imaging by using diffusion model regularization"
Authors: Shuo Zhang, Mohammad H. Taufik, and Tariq Alkhalifah
Session: Poster session 1D - Seismic Velocities & Imaging 2
Style: Poster
Time: 2:00 PM - 3:00 PM
Title: "Synthesizing realistic-scale seismic velocity models using a spatially-aware generative model"
Authors: Randy Harsuko, Shijun Cheng, and Tariq Alkhalifah
Session: ML & AI for Seismic Imaging & Velocities-3
Style: Oral
Time: 3:00 PM - 6:00 PM
Title : "Multichannel wavefield reconstruction of land seismic data with stencil-based spatial gradients"
Authors : Muhammad Iqbal Khatami, and Matteo Ravasi
Session : Wavefield reconstruction and interpolation: physics vs AI
Style : Oral
Time : 3:00 PM - 6:00 PM
Title: "A Practical Approach for Multi- Dimensional Deconvolution of Seismic-While-Drilling Data"
Authors: Ning Wang, Matteo Ravasi, Marine Deheuvels, and Tariq Alkhalifah
Session: Workshop 21: "Multi-dimensional wavefield deconvolution: current status and the road ahead"
Style: Oral
Time: 3:00 PM - 3:20 PM
Title: "Microseismic Source Inversion Based on Neural Operator with Physics Constrain"
Authors: Xiao Ma, ShiJun Cheng, and Tariq Alkhalifah
Session: Micro & Passive Seismic
Style: Oral
Time: 3:00 PM - 3:20 PM
Title: "A Latent Diffusion Model-Based Imaging Condition for Microseismic Event Location"
Authors: Yuanyuan Yang, Omar M. Saad, and Tariq Alkhalifah
Session: Micro & Passive Seismic - 2
Style: Oral
Time: 4:00 PM - 4:20 PM
Title: "Multichannel wavefield reconstruction with slope assisted Physics Informed Neural Networks"
Authors: Francesco Brandolin, Matteo Ravasi, and Tariq Alkhalifah
Session: Multi Component
Style: Oral
Time: 5:20 PM - 5:40PM
The full agenda of the Technical Programme can be found
here.
