We work on computer-assisted processing and interpretation of all kinds of digital datasets including, but not limited to, geophysical datasets such as seismic images, borehole data, and seismology signals. For example, we develop softwares to efficiently extract key geologic features from 3D seismic volumes, including faults, unconformities, horizons, channels, and salt boundaries. We further use these features, combined with well-log properties, domain knowledge, and human interactions, to build accurate subsurface models.

We currently focus on AI for geoscience problems:

  • seismic structural interpretation;
  • seismic stratigraphic interpretation;
  • seismic geobody interpretation;
  • reservoir property estimation;
  • seismic facies characterization;
  • subsurface model building;
  • enhanced seismic imaging;
  • geophysical forward modeling and inversion;
  • denoising and super-resolution;
  • borehole and well-log interpretation;
  • geophysical data interpolation;
  • seismic monitoring and location;
  • geologic forward modeling;
  • ......