Effective models and predictability of chaotic multiscale systems via machine learning.
Francesco BorraAngelo VulpianiMassimo CenciniPublished in: CoRR (2020)
Keyphrases
- machine learning
- multiscale
- complex systems
- model selection
- machine learning models
- machine learning algorithms
- accurate models
- physical systems
- computational models
- data mining
- abstraction levels
- learning tasks
- machine learning methods
- learning systems
- machine learning approaches
- learning paradigms
- prior knowledge
- expert systems
- data analysis
- pattern recognition
- decision trees
- data sets
- mathematical models
- statistical methods
- parameter estimation
- feature selection
- text classification
- distributed systems
- text mining
- hidden markov models
- image processing