most citedPredicting nonlinear dynamics of optical solitons in optical fiber via the SCPINN

32 citations · 32 across the 1 of their papers we have counts for

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nlin.PS2022★ 32 cited

Predicting nonlinear dynamics of optical solitons in optical fiber via the SCPINN

Yin Fang, Wen-Bo Bo, Ru-Ru Wang +2

The strongly-constrained physics-informed neural network (SCPINN) is proposed by adding the information of compound derivative embedded into the soft-constraint of physics-informed…