Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributions from Data.
Kadierdan KahemanSteven L. BruntonJ. Nathan KutzPublished in: CoRR (2020)
Keyphrases
- probability distribution
- noisy data
- data sets
- missing data
- high quality
- synthetic data
- data analysis
- input data
- data processing
- data collection
- database
- data sources
- data distribution
- image data
- data points
- training data
- experimental data
- original data
- small number
- statistical analysis
- data structure
- random variables
- neural network
- data quality
- noise level
- random noise