Predictive Modeling of Clay-Bound Water in Carbonate Reservoirs Using Machine Learning Techniques

Engineering

• Carbonate Reservoir 100%
• Machine Learning Technique 100%
• Bound Water 100%
• Regressors 50%
• Nuclear Magnetic Resonance 33%
• Lstm 33%
• Learning System 33%
• Recurrent Neural Network 33%
• Gated Recurrent Unit 33%
• Well Logging 16%
• Recovery Factor 16%
• Rock Matrix 16%
• Reservoir Engineer 16%
• Microporosity 16%
• Network Model 16%
• Porosity 16%
• Carbonate Rock 16%
• Xgboost 16%
• Measurement Method 16%

Earth and Planetary Sciences

• Machine Learning 100%
• Nuclear Magnetic Resonance 40%
• Gated Recurrent Unit 40%
• Long Short-Term Memory Network 40%
• Reservoir Characterization 20%
• Carbonate Rock 20%
• Measurement Method 20%
• Microporosity 20%
• Carbonate System 20%
• Mineralogy 20%
• Petrology 20%
• Hydrocarbon 20%
• Porosity 20%
• Well Logging 20%
• Xgboost 20%
• Extreme Gradient Boosting 20%
• Machine Learning Model 20%