Machine learning for knowledge acquisition and accelerated inverse-design for non-Hermitian systems.
Waqas W. AhmedM. FarhatKestutis StaliunasX. ZhangY. WuPublished in: CoRR (2022)
Keyphrases
- knowledge acquisition
- machine learning
- knowledge based systems
- knowledge engineering
- expert systems
- design issues
- design decisions
- formal methods
- intelligent systems
- design process
- interactive systems
- computer vision
- distributed systems
- computer systems
- feature selection
- building blocks
- learning systems
- case study
- support systems
- human computer interface
- complex systems
- domain experts
- decision trees
- pattern recognition
- machine learning systems
- design criteria
- neural network
- highly modular
- machine learning approaches
- embedded systems
- computer aided
- software architecture
- machine learning algorithms
- knowledge management
- information extraction
- knowledge representation