2021
DOI: 10.1016/j.chaos.2021.111317
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Oscillatory motion of dissipative solitons induced by delay-feedback in inhomogeneous Kerr resonators

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Cited by 7 publications
(6 citation statements)
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References 49 publications
(64 reference statements)
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“…It can be seen from Table 3 that in the prediction of the interaction of the two soliton, we found that the prediction result of 3 L are not much different from the classic PINN. For the prediction of soliton molecule, we found that the prediction result of 3 L is better than the classical result. At the same time, it is found that the loss of 1 L is smaller than the loss of 5 L , but the prediction result is not as good as that of 5 L .…”
Section: Two-soliton Solutionmentioning
confidence: 66%
See 4 more Smart Citations
“…It can be seen from Table 3 that in the prediction of the interaction of the two soliton, we found that the prediction result of 3 L are not much different from the classic PINN. For the prediction of soliton molecule, we found that the prediction result of 3 L is better than the classical result. At the same time, it is found that the loss of 1 L is smaller than the loss of 5 L , but the prediction result is not as good as that of 5 L .…”
Section: Two-soliton Solutionmentioning
confidence: 66%
“…The data set can be similar to the KdV One-soliton discussion through the pseudo-spectrum. We found that the neural network with four different combinations of conservation laws predicts soliton interaction and soliton molecule, and the combination of 3 L has the best prediction result. It can be seen from Table 3 that in the prediction of the interaction of the two soliton, we found that the prediction result of 3 L are not much different from the classic PINN.…”
Section: Two-soliton Solutionmentioning
confidence: 93%
See 3 more Smart Citations