A unified sparse optimization framework to learn parsimonious physics-informed models from data.
Kathleen P. ChampionPeng ZhengAleksandr Y. AravkinSteven L. BruntonJ. Nathan KutzPublished in: CoRR (2019)
Keyphrases
- data sets
- data quality
- data analysis
- data collection
- prior knowledge
- experimental data
- data representations
- artificial intelligence
- training data
- accurate models
- sparse data
- historical data
- high quality
- database
- data processing
- spatial data
- data distribution
- raw data
- databases
- sparse coding
- probabilistic model
- original data
- image data
- unified model
- data sources
- feature space