Deep Learning for Structure-Preserving Universal Stable Koopman-Inspired Embeddings for Nonlinear Canonical Hamiltonian Dynamics.
Pawan GoyalSüleyman YildizPeter BennerPublished in: CoRR (2023)
Keyphrases
- deep learning
- structure preserving
- dimensionality reduction
- unsupervised learning
- unsupervised feature learning
- machine learning
- deep architectures
- low dimensional
- restricted boltzmann machine
- high dimensional
- mental models
- pattern recognition
- gaussian process latent variable models
- weakly supervised
- pairwise
- information extraction
- maximum likelihood