Data augmentation and feature selection for automatic model recommendation in computational physics.
Thomas DanielFabien CasenaveNissrine AkkariDavid RyckelynckPublished in: CoRR (2021)
Keyphrases
- data sets
- experimental data
- data sources
- input data
- statistical methods
- learning models
- test data
- feature selection
- simulation data
- high level
- raw data
- objective function
- data analysis
- prior knowledge
- classification models
- mathematical model
- computational model
- synthetic data
- data mining techniques
- mutual information
- knowledge discovery
- computational power
- measured data
- database
- irrelevant features
- network structure
- data collection
- probability distribution
- probabilistic model
- training data