How to Compute Invariant Manifolds and their Reduced Dynamics in High-Dimensional Finite-Element Models?
Shobhit JainGeorge HallerPublished in: CoRR (2021)
Keyphrases
- high dimensional
- finite element model
- low dimensional
- manifold learning
- experimental data
- finite element
- dimensionality reduction
- high dimensional data
- boundary conditions
- numerical simulations
- feature space
- low dimensional manifolds
- low dimensional spaces
- material properties
- euclidean space
- similarity search
- neural network
- finite element analysis
- nearest neighbor
- data points
- parameter space
- measured data
- single image
- human skin
- finite element methods