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Dual-channel convolutional-recurrent neural networks for multicolor soliton dynamics
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作者 Junsong Peng 《Science China(Physics,Mechanics & Astronomy)》 2025年第8期278-278,共1页
Multicolor fiber lasers have emerged as a promising technology with significant applications in optical communications,laser ranging,and precision sensing.Beyond their practical utility,these systems serve as ideal pl... Multicolor fiber lasers have emerged as a promising technology with significant applications in optical communications,laser ranging,and precision sensing.Beyond their practical utility,these systems serve as ideal platforms for investigating fundamental soliton phenomena,including soliton collisions,explosions,and state transitions.However,the complex nonlinear dynamics inherent in these systems present substantial challenges for conventional numerical simulations. 展开更多
关键词 optical communicationslaser rangingand numerical simulations multicolor fiber lasers precision sensingbeyond convolutional recurrent neural networks multicolor soliton dynamics investigating fundamental soliton phenomenaincluding nonlinear dynamics
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