Machine Learning with Knowledge Constraints for Process Optimization of Open-Air Perovskite Solar Cell Manufacturing.
Zhe LiuNicholas RolstonAustin C. FlickThomas ColburnZekun RenReinhold H. DauskardtTonio BuonassisiPublished in: CoRR (2021)
Keyphrases
- machine learning
- knowledge representation
- knowledge base
- constrained optimization
- learning systems
- knowledge acquisition
- knowledge discovery
- real world
- knowledge management
- natural language processing
- domain knowledge
- decision trees
- process control
- past experience
- chance discovery
- manufacturing processes
- optimization process
- multi layer
- development process
- optimization problems
- query processing
- database systems
- learning algorithm
- data mining