Data-driven framework for predicting ground temperature during ground freezing of a silty deposit

Keyphrases

• Ground Temperature 100%
• Ground Freezing 100%
• Data-driven Framework 100%
• Artificial Ground Freezing 60%
• Prediction Model 40%
• Environmental Attributes 40%
• Ambient Temperature 20%
• Temperature-humidity Index 20%
• Mutual Information 20%
• Physical Model 20%
• Wind Speed 20%
• Random Forest 20%
• Surface Temperature 20%
• Freezing Method 20%
• Surface Wind 20%
• Random Forest Regression 20%
• Ensemble Model 20%
• Extreme Gradient Boosting 20%
• Freezing pipe 20%
• Frozen Zone 20%
• Surface Humidity 20%
• Freezing Efficiency 20%
• XGB Model 20%

Engineering

• Ground Temperature 100%
• Ground Freezing 100%
• Random Forest 40%
• Good Performance 20%
• Physical Model 20%
• Mutual Information 20%