Machine and Deep Learning

Solve your toughest petrophysical challenges with machine learning and deep learning techniques:

  • Facies classification, supervised and unsupervised
  • Unbalanced sampling algorithms to eliminate bias
  • Data loading, analysis, and migration

Machine learning enables clearer reservoir understanding and faster, more efficient data analysis so you can:

  • Predict curves based on existing log data
  • Correlate core analysis to log data
  • Model complex porosity permeability relationships

Facies Classification

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Run unsupervised facies classification machine learning algorithms utilizing a workflows that:

  • Includes sub-facies clustering and data analysis for choosing optimum number of clusters
  • Can access all of the data in the selected database, project and wells
  • Generates the facies and produces a series of analytical plots for assigning the unsupervised facies
  • Enables geoscientists to generate high-quality facies logs on multiple wells simultaneously



Generate Missing Curves (Delta T Shear)

DTS_275

Predict missing curves using a CGG provided deep learning workflow that you can easily adapt for your specific needs. In addition, Python-knowledgeable interpreters can build custom deep learning workflows. Shear Velocity is often required for seismic modeling, and accurate modeling of missing Delta T Shear curves is a critical part of the process.







Perform machine and deep learning using GeoSoftware's PowerLog Python Extensions solution to solve your toughest petrophysical challenges.

GeoSoftware - PowerLog

PowerLog

The benchmark for petrophysics, rock physics, facies analysis and statistical mineralogy. Collaborative multi-well log analysis made easy for better drilling decisions.

GeoSoftware News - Software Updates

Software Updates

GeoSoftware delivers continuous innovation across its technology portfolio. See upcoming new releases. Better tools = better decisions. See what's new across our entire product portfolio...
GeoSoftware - Webinars

Webinar Series

Free GeoSoftware webinars to help overcome your challenges and better understand our technologies. Hosted by experts, the webinars cover timely topics relevant to geophysicists, geologists, reservoir engineers and more.