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Rapid prediction of complex nonlinear dynamics in Kerr resonators using the recurrent neural network

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Kerr resonator is one of the most popular platforms to produce optical frequency comb and temporal cavity soliton. As an essential method for investigating the nonlinear dynamics of Kerr resonators, traditional numerical simulations rely on solving the Lugiato... ...