All Stories

  1. HCTNet: Robust prestack seismic inversion using a hybrid convolutional transformer

    Article • Geophysics, June 2025, Society of Exploration Geophysicists

    Wanli Cheng, Sergey Fomel

  2. Deep learning with soft attention mechanism for small-scale ground roll attenuation

    Article • Geophysics, September 2023, Society of Exploration Geophysicists

    Wanli Cheng, Sergey Fomel

  3. SLKNet: An attention-based deep-learning framework for downhole distributed acoustic sensing data denoising

    Article • Geophysics, September 2023, Society of Exploration Geophysicists

    Sergey Fomel, Wanli Cheng

  4. Denoising distributed acoustic sensing data using unsupervised deep learning

    Article • Geophysics, July 2023, Society of Exploration Geophysicists

    Sergey Fomel, Wanli Cheng

  5. 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

  6. 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

  7. Dual Wasserstein generative adversarial network condition: A generative adversarial network-based acoustic impedance inversion method

    Article • Geophysics, September 2022, Society of Exploration Geophysicists

    Wanli Cheng, Zixu Wang

  8. Q estimation based on the logarithmic spectral area double difference

    Article • Geophysics, February 2022, Society of Exploration Geophysicists

    Wanli Cheng