Identifying topology of leaky photonic lattices with machine learning.
Ekaterina O. SmolinaLev A. SmirnovDaniel LeykamFranco NoriDaria A. SmirnovaPublished in: CoRR (2023)
Keyphrases
- information systems
- machine learning
- machine learning methods
- learning systems
- machine learning algorithms
- learning algorithm
- decision trees
- reinforcement learning
- pattern recognition
- learning tasks
- knowledge acquisition
- explanation based learning
- machine learning approaches
- information extraction
- computer vision
- computational biology
- topology preservation
- computational intelligence
- data analysis
- statistical methods
- supervised learning
- inductive logic programming
- statistical learning
- support vector machine
- feature selection
- topological properties
- data sets