Multi-fidelity surrogate modeling through hybrid machine learning for biomechanical and finite element analysis of soft tissues.
Seyed Shayan SajjadiniaBruno CarpentieriDuraisamy ShriramGerhard A. HolzapfelPublished in: Comput. Biol. Medicine (2022)
Keyphrases
- finite element
- finite element analysis
- soft tissue
- machine learning
- material properties
- finite element model
- biomechanical model
- pattern recognition
- finite element method
- elastic properties
- soft tissue deformation
- intensity distribution
- stress distribution
- computer aided design
- numerical solution
- computer vision
- friction coefficient
- spatially varying
- magnetic resonance
- medical images
- case study
- neural network