Flexible Raman Amplifier Optimization Based on Machine Learning-aided Physical Stimulated Raman Scattering Model.
Metodi Plamenov YankovFrancesco Da RosUiara Celine de MouraAndrea CarenaDarko ZibarPublished in: CoRR (2022)
Keyphrases
- machine learning
- probabilistic model
- optimization model
- pattern recognition
- computational model
- mathematical model
- multi component
- optimization process
- optimization method
- statistical model
- global optimization
- data mining
- decision trees
- knowledge representation
- experimental data
- multi objective
- conceptual model
- learning tasks
- prior knowledge
- formal model
- feature selection
- genetic algorithm
- response surface
- physical laws