gLaSDI: Parametric physics-informed greedy latent space dynamics identification.
Xiaolong HeYoungsoo ChoiWilliam D. FriesJonathan L. BelofJiun-Shyan ChenPublished in: J. Comput. Phys. (2023)
Keyphrases
- latent space
- dynamical model
- gaussian process latent variable models
- latent variables
- gaussian process
- search algorithm
- generative model
- low dimensional
- dimensionality reduction
- feature space
- high dimensional
- feature selection
- parameter space
- manifold learning
- gaussian mixture
- transfer learning
- pattern recognition
- lower dimensional
- data analysis
- machine learning
- learning algorithm
- high dimensional spaces
- matrix factorization
- data sets
- active learning
- training set