Physics-enhanced Neural Networks in the Small Data Regime.
Jonas EichelsdörferSebastian KaltenbachPhaedon-Stelios KoutsourelakisPublished in: CoRR (2021)
Keyphrases
- data sets
- neural network
- data analysis
- small number
- complex data
- application domains
- data collection
- pattern recognition
- data processing
- computer systems
- training data
- small fraction
- data quality
- sensor data
- database
- data sources
- high quality
- statistical analysis
- missing data
- wireless sensor networks
- spatial data
- data distribution
- network structure
- raw data
- data objects
- noisy data
- fuzzy logic
- neural nets
- genetic algorithm
- knowledge discovery