Discovering Nonlinear Dynamics Through Scientific Machine Learning.
Lei HuangDaniel VrinceanuYunjiao WangNalinda KulathungaNishath Rajiv RanasinghePublished in: IntelliSys (1) (2021)
Keyphrases
- nonlinear dynamics
- machine learning
- neural network
- lyapunov exponents
- machine learning methods
- dynamical systems
- data mining
- pattern recognition
- learning algorithm
- artificial intelligence
- explanation based learning
- scientific data
- text classification
- feature selection
- learning tasks
- knowledge acquisition
- machine learning algorithms
- scientific disciplines
- machine learning approaches
- computer vision
- text mining
- natural language processing
- supervised learning
- knowledge representation
- active learning
- computer science
- reinforcement learning
- learning systems
- mathematical model
- model selection
- kernel methods
- information extraction
- knowledge discovery