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Machine Learning Environment

Machine learning (ML) and deep learning (DL) can provide you with a clearer understanding of your reservoirs and faster, more efficient data analysis. By using these techniques, you can predict curves based on existing log data, correlate core analysis to log data, and model complex porosity and permeability relationships.

With specialized modules in the CGG GeoSoftware portfolio, you can apply ML and DL techniques to solve some of your most difficult petrophysical challenges, such as:

  • Facies classification (supervised or unsupervised)
  • Eliminating bias (using unbalanced sampling algorithms)
  • Data loading, analysis and migration
GeoSoftware machine learning data image
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