Machine-Learned Surrogate Models for Efficient Oil Well Placement Under Operational Reservoir Constraints

Engineering

• Models 100%
• Constraints 100%
• Surrogate Model 100%
• Production 83%
• Wells 66%
• Supports 33%
• Net Present Value 33%
• Perceptron 33%
• Applications 16%
• Research 16%
• Prediction 16%
• Realization 16%
• Analytics 16%
• Systematic Approach 16%
• Vectors 16%
• Validation 16%
• Dataset 16%
• Input Parameter 16%
• Broad Range 16%
• Simulators 16%
• Method Validation 16%
• Regression 16%
• Simulated Data 16%
• Natural Gas Exploration 16%
• Oil Exploration 16%

Earth and Planetary Sciences

• Model 100%
• Constraint 100%
• Reservoir 100%
• Gradient 40%
• Position (Location) 20%
• Support 20%
• Condition 20%
• Value 20%
• Input 20%
• Machine Learning 20%
• Injection 20%
• Research 10%
• Utilization 10%
• Datum 10%
• Set 10%
• Parameter 10%
• Estimate 10%
• Prediction 10%
• Data Set 10%
• Oil 10%
• Distance 10%
• Estimating 10%
• Interval 10%
• Regression 10%
• Angling 10%
• Waterflooding 10%