All Stories

  1. Predicting missing sonic logs with seismic constraint

    Article • Geophysics, March 2024, Society of Exploration Geophysicists

    Nam Pham, Lei Fu

  2. Estimating geotechnical parameters using semisupervised learning: An example from the Dutch offshore wind farm zone

    Article • Geophysics, November 2023, Society of Exploration Geophysicists

    Nam Pham

  3. A deep learning framework for seismic facies classification

    Article • Interpretation, January 2023, Society of Exploration Geophysicists

    Sergey Fomel, Nam Pham

  4. Automated hyper-parameter optimization for simulating boundary conditions for acoustic and elastic wave propagation using deep learning

    Article • Geophysics, October 2022, Society of Exploration Geophysicists

    Nam Pham, Sergey Fomel

  5. Physics-constrained deep learning for ground roll attenuation

    Article • Geophysics, November 2021, Society of Exploration Geophysicists

    Nam Pham

  6. Uncertainty and interpretability analysis of encoder-decoder architecture for channel detection

    Article • Geophysics, July 2021, Society of Exploration Geophysicists

    Nam Pham, Sergey Fomel

  7. Improving the resolution of migrated images by approximating the inverse Hessian using deep learning

    Article • Geophysics, June 2020, Society of Exploration Geophysicists

    Nam Pham, Sergey Fomel

  8. Missing well log prediction using convolutional long short-term memory network

    Article • Geophysics, May 2020, Society of Exploration Geophysicists

    Nam Pham

  9. Building realistic structure models to train convolutional neural networks for seismic structural interpretation

    Article • Geophysics, January 2020, Society of Exploration Geophysicists

    Nam Pham, Sergey Fomel, Guillaume Caumon

  10. Automatic channel detection using deep learning

    Article • Interpretation, April 2019, Society of Exploration Geophysicists

    Nam Pham, Sergey Fomel