Learning without Data: Physics-Informed Neural Networks for Fast Time-Domain Simulation.
Jochen StiasnySamuel ChevalierSpyros ChatzivasileiadisPublished in: SmartGridComm (2021)
Keyphrases
- neural network
- data sets
- artificial intelligence
- raw data
- background knowledge
- statistical analysis
- learning process
- simulation data
- original data
- data collection
- data processing
- end users
- learning models
- pattern recognition
- computer systems
- high quality
- synthetic data
- neural nets
- training data
- spatial data
- data distribution
- genetic algorithm
- learning algorithm
- feature extraction
- experimental data
- missing data
- active learning
- input data