A data-driven approach to characterizing nonlinear elastic behavior of soft materials

Keyphrases

• Material Properties 100%
• Nonlinear Elasticity 100%
• Soft Materials 100%
• Data-driven Approach 100%
• Phantom 66%
• Mechanical Behavior 66%
• Neural Network 33%
• Finite Element Analysis 33%
• Ultrasonic Imaging 33%
• Tissue-like 33%
• Compressive Deformation 33%
• Force Data 33%
• Displacement Data 33%
• Linear Elastic 33%
• Constitutive Relationship 33%
• Measurement Error 33%
• Constitutive Model 33%
• Training Data 33%
• Inverse Method 33%
• Machine Learning Techniques 33%
• 3D Objects 33%
• Nonlinear Medium 33%
• Ability to Learn 33%
• Finite Element Tool 33%
• Model Deformation 33%

Engineering

• Soft Material 100%
• Target Object 100%
• Finite Element Method 50%
• Ultrasonics 50%
• Spatial Variation 50%
• Compressive Deformation 50%
• Independent Measurement 50%
• Constitutive Relationship 50%
• Displacement Data 50%
• Deformation Model 50%
• Measurement Error 50%
• Constitutive Model 50%
• Measured Force 50%
• Inverse Method 50%
• Machine Learning Technique 50%

Material Science

• Materials Property 100%
• Elastic Behavior 100%
• Mechanical Property 66%
• Finite Element Method 33%