In EAGE 2026 Annual Conference in Aberdeen the members of Deepwave will be sharing the progress of their research.
Title: "SWEEP (Seismic Wave Equation Exploration Platform): A Unified Solver Framework for Differentiable Wave Physics"
Authors: Shaowen Wang, and Tariq Alkhalifah
Session: Workshop 7
Style: Oral
Time: 12:20 PM - 12.30 PM
Tuesday 9 June
Title: "Neural representation-based waveform inversion: a realistic case study"
Authors: Randy Harsuko, Shijun Cheng, and Tariq Alkhalifah
Session: ML & AI for seismic imaging & velocity modeling - part 1
Style: Oral
Time: 8:30 AM - 8:50 AM
Title: "Self-Supervised Deep Learning Framework for Cycle-Skipping Mitigation in Full-Waveform Inversion"
Authors: Omar M. Saad, and Tariq Alkhalifah
Session: ML & AI for seismic imaging & velocity modeling - part 1
Style: Oral
Time: 10:30 AM - 10:50 AM
Title: "Learned Regularizations for Multiresolution Hash Encoding-based Implicit Full Waveform Inversion Using Diffusion Models"
Authors: Linrong Wang, Shaowen Wang, Fan Min, and Tariq Alkhalifah
Session: ML & AI for seismic imaging & velocity modeling - part 1
Style: Oral
Time: 8:50 AM - 9:10 AM
Title: "Latent space optimization in neural operator-based waveform inversion"
Authors: Mohammad Hasyim Taufik, Shijun Cheng, and Tariq Alkhalifah
Session: ML & AI for seismic imaging & velocity modeling - part 1
Style: Oral
Time: 9:30 AM - 9:50 AM
Title: "Self-Supervised Deep Learning Framework for Cycle-Skipping Mitigation in Full-Waveform Inversion"
Authors: Omar M. Saad, and Tariq Alkhalifah
Session: ML & AI for seismic imaging & velocity modeling - part 1
Style: Oral
Time: 10:30 AM - 10:50 AM
Title: "Diffusion priors enhanced velocity model building from time-lag images using a neural operator"
Authors: Xiao Ma, and Tariq Alkhalifah
Session: Poster session 1D Geophysics - Seismic Velocities & Imaging - 1
Style: Poster
Time: 1:30 PM - 2:30 PM
Title: "Velocity model building via diffusion inversion with well and image constraints guidance"
Authors: Francesco Brandolin, and Tariq Alkhalifah
Session: ML & AI for seismic imaging & velocity modeling - part 2
Style: Oral
Time: 2:50 PM - 3:10 PM
Title: "Time-lapse seismic inversion using a 3D neural operator"
Authors: Xiao Ma, and Tariq Alkhalifah
Session: Time-lapse (4D)-2
Style: Oral
Time: 2:50 PM - 3:10 PM
Title: "Spectral Warm-up for Neural-Reparameterized Full Waveform Inversion"
Authors: Shaowen Wang, and Tariq Alkhalifah
Session: ML & AI for seismic imaging & velocity modeling - part 2
Style: Oral
Time: 5:10 PM - 5:30 PM
Wednesday 10 June
Title: "Velocity model building with neural operators using the time-shift imaging condition"
Authors: Xiao Ma, and Tariq Alkhalifah
Session: ML & AI for seismic imaging & velocity modeling - part 3
Style: Oral
Time: 8:30 AM - 8:50 AM
Title: “Direct time-lapse velocity change estimation using a guided diffusion model”
Authors: Muhammad Iqbal Khatami, and Tariq Alkhalifah
Session: ML & AI for seismic imaging & velocity modeling - part 3
Style: Oral
Time: 8:30 AM - 11:30 AM
Title: "A Hybrid Fourier–Hash Encoded Implicit Neural Representations for Seismic Data"
Authors: Linrong Wang, Omar M. Saad, Shaowen Wang, Fan Min, and Tariq Alkhalifah
Session: ML & AI for Seismic Processing II (signal processing-1)
Style: Oral
Time: 9:10 AM - 9:30 AM
Title: "Pretraining for Faster Implicit FullWaveform Invserion under Multiresolution Hash Encoding"
Authors: Shaowen Wang, and Tariq Alkhalifah
Session: Full Waveform Inversion - Velocities-3
Style: Oral
Time: 9:30 AM - 9:50 AM
Title: "Depth-progressive 3D seismic velocity model building via 2D generative diffusion models"
Authors: Shijun Cheng, Randy Harsuko, Mohammad H. Taufik, and Tariq Alkhalifah
Session: ML & AI for seismic imaging & velocity modeling - part 3
Style: Oral
Time: 10:50 AM - 11:10 AM
Title: "Accelerating the Marchenko Method via Optimization-Based Deep Learning with Applications to Field Data"
Authors: Ning Wang, and Tariq Alkhalifah
Session: ML & AI for Seismic Imaging & Velocities-4
Style: Oral
Time: 2:30 PM - 3:50 PM
Title: "Elastic Full Waveform Inversion of Multicomponent Seismic Data Using Siamese Neural Networks"
Authors: Ulises Berman, Omar Saad, and Tariq Alkhalifah
Session: ML & AI for Seismic Imaging & Velocities
Style: Oral
Time: 3:10 PM - 3:30 PM
Thursday 11 June
Title: "Plug-and-Play Regularized Multi-Dimensional Deconvolution for Wavefield Retrieval: A Synthetic and Field-Data Study"
Authors: Ning Wang, and Tariq Alkhalifah
Session: Multiple Attenuation
Style: Oral
Time: 8:30 AM - 11:30 AM
Title: "Neural Operator-Engined Inversion for Microseismic Event Location"
Authors: Yuanyuan Yang, Xiao Ma, Omar M. Saad, and Tariq Alkhalifah
Session: Micro & Passive Seismic
Style: Oral
Time: 11:10 AM - 11:30 AM
Title: "Latent Autoregressive Video Diffusion Models for Fluid Flow Simulations"
Authors: Vittoria De Pellegrini, and Tariq Alkhalifah
Session: Multi-Disciplinary Studies – part 2
Style: Oral
Time: 3:30 PM – 3:50 PM
Title: "Velocity model editing via well-guided Denoising diffusion implicit models"
Authors: Francesco Brandolin, and Tariq Alkhalifah
Session: ML & AI for Seismic Interpretation: Salt
Style: Oral
Time: 4:10 PM - 4:30 PM
Title: "Generative diffusion models for shallow-to-deep seismic velocity model building"
Authors: Shijun Cheng, Randy Harsuko, and Tariq Alkhalifah
Session: Full Waveform Inversion - Velocities-4
Style: Oral
Time: 4:30 PM - 4:50 PM
The full agenda of the Technical Programme can be found
here.
