Deep Learning for Modeling Dynamic Gain and Nonlinearities in Ultrafast Fiber Amplifiers

Siyun Chen, Dan Wang,Qiang Du,Mahek Logantha, Fanting Kong,Lauren Cooper,Almantas Galvanauskas, Andy Liu,Qing Ji,Jeroen van Tilborg,Carl Schroeder,Eric Esarey,Russell Wilcox,Tong Zhou,Cameron Geddes

2024 Conference on Lasers and Electro-Optics (CLEO)（2024）

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Deep Learning,Optical Amplifier,Physics-based Models,Neural Network,Artificial Neural Network,Deep Models,Power Level,Optical Pulse,Pump Power,Output Spectrum,High-power Systems,Trained Neural Network Model,Gain Saturation

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