A data-driven method to model stress-strain behaviour of frozen soil considering uncertainty

Keyphrases

• Stress-strain 100%
• Data-driven Methods 100%
• Frozen Soil 100%
• Mechanical Behavior 42%
• Long Short-term Memory 42%
• Mechanical Response 28%
• Long Short-term Memory Model 28%
• Prediction Accuracy 14%
• Stress-strain Relationship 14%
• Confidence Interval 14%
• Biaxial Strain 14%
• Computational Methods 14%
• High Linearity 14%
• Confining Pressure 14%
• Volumetric Strain 14%
• High Uncertainty 14%
• Uncertainty Analysis 14%
• Triaxial Test 14%
• Data-driven Model 14%
• Memory-based 14%
• Permafrost 14%
• Response Modeling 14%
• Stress-strain Response 14%
• Experiment Method 14%
• Deviatoric Stress 14%
• Monte Carlo Dropout 14%
• Silty Sand Soil 14%

Engineering

• Stress-Strain Relations 100%
• Long Short-Term Memory 100%
• Mechanical Response 40%
• Deviatoric Stress 20%
• Confidence Interval 20%
• Sandy Soil 20%
• Confining Pressure 20%
• Volumetric Strain 20%
• Memory-Based Modeling 20%
• Nonlinearity 20%
• Axial Strain 20%

Earth and Planetary Sciences

• Frozen Soil 100%
• Confidence Interval 14%
• Nonlinearity 14%
• Sandy Soil 14%
• Axial Strain 14%
• Confining Pressure 14%
• Volumetric Strain 14%
• Uncertainty Analysis 14%
• Triaxial Test 14%
• Computational Method 14%