Machine learning for design optimization of storage ring nonlinear dynamics.
Faya WangMinghao SongAuralee EdelenXiaobiao HuangPublished in: CoRR (2019)
Keyphrases
- nonlinear dynamics
- machine learning
- neural network
- dynamical systems
- machine learning methods
- inductive learning
- lyapunov exponents
- pattern recognition
- machine learning algorithms
- data storage
- decision trees
- active learning
- storage requirements
- explanation based learning
- machine learning approaches
- statistical methods
- learning systems
- data mining
- natural language processing
- computer vision
- text classification
- kernel methods
- information extraction
- data analysis
- algebraic structure
- linear programming
- computational intelligence
- learning tasks
- supervised learning
- knowledge representation
- feature selection
- artificial intelligence