Data efficiency and extrapolation trends in neural network interatomic potentials.
Joshua A. VitaDaniel Schwalbe-KodaPublished in: CoRR (2023)
Keyphrases
- neural network
- data sets
- database
- synthetic data
- data collection
- data processing
- data analysis
- small number
- data acquisition
- data sources
- high quality
- data points
- data quality
- higher order
- experimental data
- end users
- original data
- data structure
- pattern recognition
- image data
- input data
- missing data
- self organizing maps
- data mining techniques
- databases
- pairwise
- complex data