/SeReM

Seismic Reservoir Modeling package

Primary LanguageMATLABMIT LicenseMIT

SeReM

Seismic Reservoir Modeling MATLAB package

The SeReM package includes five folders:

  • Data: this folder contains six datasets used for the examples and the elevation dataset from Yellowstone National Park;
  • RockPhysics: this folder contains functions with several rock physics models;
  • Geostats: this folder contains functions for kriging and geostatistical simulations of random variables;
  • Inversion: this folder contains functions for seismic and rock physics inversion using the analytical and numerical solutions; the functions are subdivided into three subfolders: Seismic, Petrophysical, and EnsembleSmoother;
  • Facies: this folder contains functions for facies classification and simulation.
  • GeosPIn3D: this folder includes a Bayesian petrophysical inversion based on the two-step approach and a geostatistical inversion based on the single loop approach with geostatistical simulations and stochastic optimization for 3D applications.

The SeReM package includes multiple scripts with several examples.

For a detailed description, we refer to Grana, D., Mukerji, T., and Doyen, P., 2021, Seismic reservoir modeling: Wiley.