All Stories

  1. Successive Deep Perceptual Constraints for Multiphysics Joint Inversion

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

    Yanyan Hu

  2. 3D cooperative inversion of airborne magnetic and gravity gradient data using deep learning techniques

    Article • Geophysics, October 2023, Society of Exploration Geophysicists

    Professor Jiajia Sun, Yanyan Hu

  3. A deep learning enhanced framework for multi-physics joint inversion

    Article • Geophysics, December 2022, Society of Exploration Geophysicists

    Professor Jiajia Sun, Yanyan Hu

  4. A Theory-Guided Deep Neural Network for Time Domain Electromagnetic Simulation and Inversion Using a Differentiable Programming Platform

    Article • IEEE Transactions on Antennas and Propagation, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Yanyan Hu

  5. A Robust Learning Method for Low-Frequency Extrapolation in GPR Full Waveform Inversion

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

    Yanyan Hu

  6. A Maxwell's Equations Based Deep Learning Method for Time Domain Electromagnetic Simulations

    Article • IEEE Journal on Multiscale and Multiphysics Computational Techniques, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Yanyan Hu

  7. A Supervised Descent Learning Technique for Solving Directional Electromagnetic Logging-While-Drilling Inverse Problems

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

    Yanyan Hu