Manifold learning based data-driven modeling for soft biological tissues

Keyphrases

• Data-driven Modeling 100%
• Local Convexity 100%
• Learning-based 100%
• Manifold Learning 100%
• Soft Biological Tissue 100%
• Pure Shear 40%
• Phenomenological Models 40%
• Predictivity 40%
• Biaxial Shear 40%
• Data-driven Framework 40%
• Mechanical Response 20%
• Biological Materials 20%
• Machine Learning 20%
• Mitral Valve 20%
• Material Response 20%
• Machine Learning Techniques 20%
• Biological Tissue 20%
• Training Protocol 20%
• Model Complex 20%
• Functional Form 20%
• Learning Styles 20%
• Model Modification 20%
• Large Deformation 20%
• Data-driven Methods 20%
• Data Coverage 20%
• Noisy Data 20%
• Posterior Mitral Leaflet 20%
• Loading Protocol 20%
• Nonlinear Solver 20%
• Fung Model 20%
• Phenomenological Constitutive Model 20%
• Distance Minimization 20%
• Data-driven Computing 20%
• Date-driven 20%
• Material Model 20%
• Porcine Heart 20%

Engineering

• Biological Tissue 100%
• Phenomenological Model 100%
• Pure Shear 100%
• Mechanical Response 50%
• Material Model 50%
• Model Type 50%
• Constitutive Model 50%
• Functional Form 50%
• Material Response 50%
• Large Deformation 50%
• Noisy Data 50%
• Machine Learning Technique 50%
• Learning System 50%

Chemical Engineering

• Learning System 100%