gLaSDI: Parametric Physics-informed Greedy Latent Space Dynamics Identification.
Xiaolong HeYoungsoo ChoiWilliam D. FriesJon BelofJiun-Shyan ChenPublished in: CoRR (2022)
Keyphrases
- latent space
- dynamical model
- gaussian process latent variable models
- latent variables
- low dimensional
- feature space
- gaussian process
- manifold learning
- dimensionality reduction
- lower dimensional
- matrix factorization
- high dimensional
- gaussian processes
- generative model
- data sets
- search space
- search algorithm
- transfer learning
- probabilistic model
- pattern recognition
- probabilistic latent semantic analysis
- bayesian networks
- image segmentation