Research Article

Petrophysical Regression regarding Porosity, Permeability, and Water Saturation Driven by Logging-Based Ensemble and Transfer Learnings: A Case Study of Sandy-Mud Reservoirs

Table 3

Initial settings of employed approaches for dimensional reduction.

ApproachCRBM (continuous restricted Boltzmann machine)PCA (principal component analysis)

Parametric setting











SVD = singular value decomposition.