A mechanistic-based data-driven approach to accelerate structural topology optimization through finite element convolutional neural network (FE-CNN).
Tianle YueHang YangZongliang DuChang LiuKhalil I. ElkhodaryShan TangXu GuoPublished in: CoRR (2021)
Keyphrases
- finite element
- convolutional neural network
- boundary element
- face detection
- finite element analysis
- finite element method
- finite difference
- finite element model
- soft tissue
- mesh generation
- optimization problems
- neural network
- material properties
- shear stress
- numerical solution
- real time
- cellular neural networks
- automatic segmentation
- motion analysis
- deformable models
- detection method
- d objects
- biomechanical model
- image data