Tensor-based physics-encoded neural networks for modeling constitutive behavior of soil

Keyphrases

• Boundary Value Problem 66%
• Complex Loading 33%
• Condition Value 33%
• Constitutive Behavior 100%
• Constitutive Model 33%
• Constitutive Relation 33%
• Data-driven Constitutive Models 33%
• Distinguishing Advantage 33%
• Drained Triaxial Test 33%
• Hypoplasticity 33%
• Initial Boundary 33%
• Invariant State 33%
• Neural Network 100%
• Non-elastic 66%
• Numerical Software 33%
• Physical Data 33%
• Physical Laws 66%
• Porosity 66%
• Rate-independent 33%
• Small Strain 33%
• Soft Constraints 33%
• Soil State 33%
• State Parameter 33%
• Strain Rate 33%
• Stress Tensor 33%
• Tensor Invariants 33%
• Tensor-based 100%
• Tensorial 33%
• Three-dimensional (3D) 66%
• Triaxial Test 33%
• Two Dimensional 33%
• Two-dimensional Data 33%
• Undrained Triaxial Test 33%

Engineering

• Applicability 50%
• Boundary Value 100%
• Constitutive Model 100%
• Constitutive Modeling 100%
• Constitutive Relation 50%
• Dimensional Data 50%
• Elastic Case 50%
• Initial Condition 50%
• Porosity 100%
• Strain Rate 50%
• Test Data 50%
• Two Dimensional 100%

Earth and Planetary Sciences

• Porosity 100%
• Strain Rate 50%
• Triaxial Test 100%