Physics Guided Generative Learning for Domain Adaptable Data Synthesis : Progressive Fault Synthesization for Predictive Machine Maintenance.
Soma BandyopadhyayAnish DattaMudassir Ali SayyedTapas ChakravartyArpan PalChirabrata BhaumikPublished in: AIMLSystems (2023)
Keyphrases
- data sets
- learning algorithm
- training data
- data analysis
- discriminative learning
- domain independent
- learning systems
- data collection
- image data
- learning process
- historical data
- data structure
- prior knowledge
- raw data
- data sources
- data quality
- missing data
- artificial intelligence
- learned models
- learning machines
- learning tasks
- decision trees
- experimental data
- synthetic data
- generative model
- knowledge discovery
- probability distribution
- active learning