A deep learning energy method for hyperelasticity and viscoelasticity

Keyphrases

• Partial Differential Equations 100%
• Viscoelasticity 100%
• Energy Method 100%
• Deep Learning 100%
• Hyperelasticity 100%
• Deep Energy Method 100%
• Physical Phenomena 50%
• Finite Element Method 50%
• Three-dimensional (3D) 50%
• Material System 50%
• Mechanical Response 50%
• Numerical Methods 50%
• Potential Energy 50%
• Mechanical Deformation 50%
• Meshless 50%
• Physical Domain 50%
• Spatial Coordinates 50%
• Viscoelastic Material 50%
• Structural System 50%
• Hyperelastic Material 50%
• Training Data Generation 50%
• Energy Formulation 50%

Engineering

• Energy Method 100%
• Deep Learning Method 100%
• Viscoelasticity 100%
• Partial Differential Equation 66%
• Physical Phenomena 33%
• Mechanical Response 33%
• Numerical Methods 33%
• Potential Energy 33%
• Mechanical Deformation 33%
• Spatial Coordinate 33%
• Structural System 33%
• Energy Formulation 33%
• Finite Element Analysis 33%

Material Science

• Finite Element Method 100%
• Mechanical Deformation 100%
• Viscoelastic Material 100%
• Hyperelastic Material 100%
• Viscoelasticity 100%