A physics-informed data-driven approach for consolidation analysis

Keyphrases

• Partial Differential Equations 100%
• Data-driven Approach 100%
• Consolidation Analysis 100%
• Physics-informed Data-driven 100%
• Noisy Measurements 66%
• Data-driven Modeling 33%
• Neural Network 33%
• Governing Equation 33%
• Information-centric 33%
• Weak Form 33%
• Knowledge Discovery 33%
• Inverse Analysis 33%
• Data Interpretation 33%
• Sparse Regression 33%
• Prediction Uncertainty 33%
• Terzaghi Consolidation Theory 33%
• Expert Intervention 33%
• Spatiotemporal Response 33%
• Sparse Prior 33%
• Monte Carlo Dropout 33%
• Auxiliary Method 33%
• Actual Results 33%

Chemical Engineering

• Auxiliaries 100%
• Neural Network 100%

Engineering

• Partial Differential Equation 100%
• Measured Data 33%
• Practical Problem 33%
• Consolidation Theory 33%