All Stories

  1. F-SiameseFWI: A novel deep-learning framework for multisource full-waveform inversion

    Article • Geophysics, June 2025, Society of Exploration Geophysicists

    Omar M. Saad

  2. Enhanced Prediction of S-wave Velocity and Geomechanical Properties using Depth-Ordered Recurrent Neural Networks - A Case Study in West Texas

    Article • Geophysics, June 2025, Society of Exploration Geophysicists

    Omar M. Saad, Jaewook Lee

  3. Unsupervised deep learning for off-the-grid seismic reconstruction and denoising

    Article • Geophysics, April 2025, Society of Exploration Geophysicists

    Omar M. Saad

  4. Noise Attenuation in Distributed Acoustic Sensing Data Using a Guided Unsupervised Deep Learning Network

    Article • Geophysics, July 2024, Society of Exploration Geophysicists

    Omar M. Saad

  5. Unsupervised deep-learning framework for 5D seismic denoising and interpolation

    Article • Geophysics, May 2024, Society of Exploration Geophysicists

    Omar M. Saad

  6. Imaging point diffractors using a low-rank approximation method

    Article • Geophysics, July 2023, Society of Exploration Geophysicists

    Yapo Abole Serge Innocent Oboue, Omar M. Saad

  7. Enhancing earthquake detection from distributed acoustic sensing data by coherency measure and moving-rank-reduction filtering

    Article • Geophysics, June 2023, Society of Exploration Geophysicists

    Sergey Fomel, Omar M. Saad

  8. Deep-learning missing well-log prediction via long short-term memory network with attention-period mechanism

    Article • Geophysics, December 2022, Society of Exploration Geophysicists

    Omar M. Saad, Wanli Cheng

  9. Unsupervised deep learning for 3D interpolation of highly incomplete data

    Article • Geophysics, December 2022, Society of Exploration Geophysicists

    Omar M. Saad, Sergey Fomel

  10. Denoising of distributed acoustic sensing data using supervised deep learning

    Article • Geophysics, October 2022, Society of Exploration Geophysicists

    Sergey Fomel, Omar M. Saad, Wanli Cheng

  11. Porosity and permeability prediction using transformer and periodic long short-term network

    Article • Geophysics, October 2022, Society of Exploration Geophysicists

    Sergey Fomel, Omar M. Saad

  12. An explicit stabilization scheme for Q-compensated reverse time migration

    Article • Geophysics, March 2022, Society of Exploration Geophysicists

    Omar M. Saad

  13. A Matlab code package for 2D/3D local slope estimation and structural filtering

    Article • Geophysics, January 2022, Society of Exploration Geophysicists

    Omar M. Saad, Yapo Abole Serge Innocent Oboue, Sergey Fomel

  14. Retrieving the leaked signals from noise using a fast dictionary-learning method

    Article • Geophysics, December 2021, Society of Exploration Geophysicists

    Yapo Abole Serge Innocent Oboue, Omar M. Saad

  15. Uncovering the microseismic signals from noisy data for high-fidelity 3D source-location imaging using deep learning

    Article • Geophysics, October 2021, Society of Exploration Geophysicists

    Omar M. Saad

  16. A fully unsupervised and highly generalized deep learning approach for random noise suppression

    Article • Geophysical Prospecting, February 2021, Wiley

    Omar M. Saad

  17. Automatic waveform-based source-location imaging using deep learning extracted microseismic signals

    Article • Geophysics, October 2020, Society of Exploration Geophysicists

    Omar M. Saad

  18. Deep denoising autoencoder for seismic random noise attenuation

    Article • Geophysics, June 2020, Society of Exploration Geophysicists

    Omar M. Saad