tLaSDI: Thermodynamics-informed latent space dynamics identification.
Jun Sur Richard ParkSiu Wun CheungYoungsoo ChoiYeonjong ShinPublished in: CoRR (2024)
Keyphrases
- latent space
- dynamical model
- gaussian process latent variable models
- low dimensional
- latent variables
- gaussian process
- lower dimensional
- manifold learning
- dimensionality reduction
- parameter space
- matrix factorization
- gaussian processes
- feature space
- generative model
- high dimensional
- machine learning
- principal component analysis
- pairwise
- data analysis
- training data