Learning Dynamical Systems from Data: A Simple Cross-Validation Perspective, Part V: Sparse Kernel Flows for 132 Chaotic Dynamical Systems.
Lu YangXiuwen SunBoumediene HamziHouman OwhadiNaiming XiePublished in: CoRR (2023)
Keyphrases
- dynamical systems
- cross validation
- predictive state representations
- phase space
- linear dynamical systems
- model selection
- data sets
- nonlinear dynamical systems
- discrete dynamical systems
- state space
- data points
- prior knowledge
- training data
- learning algorithm
- support vector
- reinforcement learning
- upper bound
- learning problems
- incremental learning
- learning models
- sparse kernel