Deep learning for plasticity and thermo-viscoplasticity

Keyphrases

• Path Dependence 100%
• Constitutive Model 100%
• Cellular Materials 100%
• Deep Learning 100%
• Temporal Convolutional Network 100%
• Thermoviscoplasticity 100%
• Finite Element Method 50%
• Multiphysics 50%
• Temperature Effect 50%
• Computationally Efficient 50%
• History Dependence 50%
• Training Process 50%
• Computationally Intensive 50%
• Phase Transformation 50%
• Time-dependent Phenomena 50%
• Numerical Scheme 50%
• Material Response 50%
• Temperature Path 50%
• Time Dependency 50%
• Inelasticity 50%
• Data-driven Model 50%
• History-dependent Materials 50%
• Broad Adoption 50%
• Steel Solidification 50%
• Metal Solidification 50%
• Sequence Learning Model 50%
• Gated Recurrent Unit 50%

Engineering

• Constitutive Model 100%
• Deep Learning Method 100%
• Dependent Material 50%
• Dependent Behavior 50%
• Numerical Scheme 50%
• Temperature Dependency 50%
• Material Response 50%
• Temperature Time 50%
• Recurrent 50%
• Path Dependency 50%
• Finite Element Analysis 50%

Material Science

• Solidification 100%
• Cellular Material 100%
• Viscoplasticity 100%
• Finite Element Method 50%