Surrogate modeling of parametrized finite element simulations with varying mesh topology using recurrent neural networks.
Lars GreveBram Pieter van de WegPublished in: Array (2022)
Keyphrases
- finite element
- recurrent neural networks
- mesh generation
- finite element method
- echo state networks
- biomechanical model
- neural network
- feed forward
- recurrent networks
- geometric modeling
- finite element analysis
- soft tissue
- numerical solution
- neural model
- artificial neural networks
- boundary element
- finite element model
- reservoir computing
- mesh refinement
- intraoperative
- free form deformation
- surgical simulation
- control strategy
- medical images
- learning algorithm