[PDF][PDF] 深度学习策略下光纤中超短脉冲非线性传输过程表征及控制研究进展

隋皓, 朱宏娜, 贾焕玉, 欧洺余, 李祺, 罗斌… - Chinese Journal of …, 2023 - researching.cn
… Physics-informed neural network for nonlinear dynamics in fiber optics[J]. Laser & Photonics
… -order soliton compression, and supercontinuum generation, in both the temporal and …

[PDF][PDF] 机器学习策略下的超快光子学设计: 回顾与展望(特邀)

彭家俊, 李晓辉, 郗孙凡, 焦可钦 - 光子学报, 2022 - researching.cn
… 前馈神经网络(Feed-forward neural networks,FNN)使用一种称为“… Customizing supercontinuum
generation via on-chip … dimensionality reduction of complex nonlinear systems. Similarly,…