Latent Space Subdivision: Stable and Controllable Time Predictions for Fluid Flow.
Steffen WiewelByungsoo KimVinicius C. AzevedoBarbara SolenthalerNils ThuereyPublished in: Comput. Graph. Forum (2020)
Keyphrases
- fluid flow
- latent space
- latent variables
- low dimensional
- gaussian process
- manifold learning
- velocity field
- dimensionality reduction
- lower dimensional
- high dimensional
- generative model
- feature space
- computational fluid dynamics
- gaussian processes
- dynamical systems
- parameter space
- vector field
- matrix factorization
- probabilistic latent semantic analysis
- transfer learning
- heat transfer
- gaussian process latent variable models
- machine learning
- search space
- feature extraction
- high dimensional spaces
- distance metric
- model selection
- maximum likelihood
- higher order
- probabilistic model
- prior knowledge
- reinforcement learning
- similarity measure
- feature selection