Automatic differentiation to simultaneously identify nonlinear dynamics and extract noise probability distributions from data.
Kadierdan KahemanSteven L. BruntonJ. Nathan KutzPublished in: Mach. Learn. Sci. Technol. (2022)
Keyphrases
- probability distribution
- data sets
- statistical analysis
- data processing
- data sources
- database
- data collection
- noisy data
- missing data
- data analysis
- training data
- input data
- synthetic data
- sensor data
- data quality
- original data
- raw data
- dynamic model
- data structure
- spatial data
- clustering algorithm
- small number
- image data