All Stories

  1. Low-wavenumber noise attenuation of seismic reverse time migration with deep learning

    Article • Exploration Geophysics, October 2025, Australian Society of Exploration Geophysicists

    Haoran Zhang

  2. Retrieving weak earthquake signals from highly noisy distributed acoustic sensing data by moving-deep-learning filtering

    Article • Geophysics, September 2025, Society of Exploration Geophysicists

    Gui Chen, Mr. Yuhang Sun, Haoran Zhang

  3. Unsupervised seismic reconstruction via deep learning with one-dimensional signal representation

    Article • Computers & Geosciences, June 2025, Elsevier

    Haoran Zhang

  4. Self-Supervised Seismic Resolution Enhancement

    Article • IEEE Transactions on Geoscience and Remote Sensing, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Haoran Zhang

  5. SeisResoDiff: Seismic resolution enhancement based on a diffusion model

    Article • Petroleum Science, October 2024, Elsevier

    Haoran Zhang

  6. Low-Rank Approximation Reconstruction of Five-Dimensional Seismic Data

    Article • Surveys in Geophysics, July 2024, Springer Science + Business Media

    Haoran Zhang

  7. CO2Seg: Automatic CO2 Segmentation From 4-D Seismic Image Using Convolutional Vision Transformer

    Article • IEEE Transactions on Geoscience and Remote Sensing, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Haoran Zhang

  8. Improving the Generalization of Deep Neural Networks in Seismic Resolution Enhancement

    Article • IEEE Geoscience and Remote Sensing Letters, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Haoran Zhang

  9. AVO inversion via invertible neural networks

    Article • Geophysics, January 2022, Society of Exploration Geophysicists

    Haoran Zhang, Mr. Yuhang Sun

  10. Deep Learning-Based Low-Frequency Extrapolation and Impedance Inversion of Seismic Data

    Article • IEEE Geoscience and Remote Sensing Letters, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Haoran Zhang

  11. Dropout-Based Robust Self-Supervised Deep Learning for Seismic Data Denoising

    Article • IEEE Geoscience and Remote Sensing Letters, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Haoran Zhang

  12. Automatic seismic facies interpretation using supervised deep learning

    Article • Geophysics, January 2021, Society of Exploration Geophysicists

    Tiansheng Chen, Haoran Zhang

  13. Seismic Facies Analysis Based on Deep Learning

    Article • IEEE Geoscience and Remote Sensing Letters, July 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Haoran Zhang

  14. Incoherent Noise Suppression of Seismic Data Based on Robust Low-Rank Approximation

    Article • IEEE Transactions on Geoscience and Remote Sensing, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Haoran Zhang

  15. Auto-recognition of the low-velocity zone's bottom interface based on low-frequency noise on RTM profile using image recognition technology

    Article • August 2019, Society of Exploration Geophysicists

    Haoran Zhang

  16. Automatic seismic facies interpretation based on an enhanced encoder-decoder structure

    Article • August 2019, Society of Exploration Geophysicists

    Haoran Zhang

  17. Automatic Salt Dome Detection Using U-net

    Article • January 2019, EAGE Publications

    Haoran Zhang

  18. Elastic Parameters Computation and AVO Analysis of Tight Fractured Reservoirs

    Article • August 2018, Society of Exploration Geophysicists

    Haoran Zhang