Discovery of Physics from Data: Universal Laws and Discrepancy Models.
Brian de SilvaDavid M. HigdonSteven L. BruntonJ. Nathan KutzPublished in: CoRR (2019)
Keyphrases
- data sets
- experimental data
- historical data
- synthetic data
- data collection
- statistical analysis
- knowledge discovery
- data structure
- prior knowledge
- image data
- database
- high quality
- data analysis
- small number
- data distribution
- statistical methods
- network structure
- accurate models
- predictive model
- training data
- incomplete data
- learning models
- raw data
- statistical models
- high dimensional data
- data streams
- input data
- data points
- end users
- probabilistic model