Abstract
The characterization of facies is essential for reservoir modeling. However, this is a process that depends on many variables, with errors and associated noise that interfere on interpretation. This becomes critical in reservoirs with high geological complexity, such as the pre-salt reservoirs. The pre-salt reservoirs consist of cyclic distribution of various types of carbonates and Mg-cl…