New insights into permeability determination by coupling stoneley wave propagation and conventional petrophysical logs in carbonate oil reservoirs

HIGHLIGHTS

• who: Alireza Rostami from the DepartmentPetroleum University have published the research: New insights into permeability determination by coupling Stoneley wave propagation and conventional petrophysical logs in carbonate oil reservoirs, in the Journal: Scientific Reports Scientific Reports of 30/06/2022
• what: In this study, a number of hybrid machine_learning methods, including Adoptive Network-Based Fuzzy Inference System (ANFIS) optimized with Particle Swarm Optimization (PSO), Least-Square Support Vector Machine (LSSVM) optimized with Coupled Simulated Annealing (CSA), Radial Basis Function Neural_Network (RBFNN) optimized with Genetic Algorithm (GA), Multi-Layer Perceptron Neural_Network (MLPNN), and Committee Machine Intelligent . . .
  

   

  

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