most citedData-driven soliton solutions and model parameters of nonlinear wave models via the conservation-law constrained neural network method

58 citations · 58 across the 1 of their papers we have counts for

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nlin.PS2022★ 58 cited

Data-driven soliton solutions and model parameters of nonlinear wave models via the conservation-law constrained neural network method

Yin Fang, Gang-Zhou Wu, Yue-Yue Wang +1

In the process of the deep learning, we integrate more integrable information of nonlinear wave models, such as the conservation law obtained from the integrable theory, into the n…