A fast method to infer Nuclear Magnetic Resonance based effective porosity in carbonate rocks using machine learning techniques

Earth and Planetary Sciences

• Porosity 100%
• Model 80%
• Machine Learning 70%
• Nuclear Magnetic Resonance 50%
• Rock 40%
• Carbonate Rock 20%
• Reservoir Rock 20%
• Neutron 20%
• Approach 20%
• Investigation 20%
• Estimate 20%
• Network 20%
• Prediction 20%
• Accuracy 20%
• Gradient 20%
• Error 20%
• Bicarbonate 20%
• Forest 20%
• Hydrogen 10%
• Root-Mean-Square Error 10%
• Goodness of Fit 10%
• Dolomite 10%
• Pore Space 10%
• Gamma Radiation 10%
• Bulk Density 10%
• Datum 10%
• Ratio 10%
• Criterion 10%
• Algorithms 10%
• Proving 10%
• Average 10%
• Information 10%
• Data Set 10%
• Evaluation 10%
• Coefficient 10%
• Mineralogy 10%
• Fold 10%
• Decision 10%
• Package 10%
• Software 10%
• Blind 10%