Predicting nonlinear dynamics of optical solitons in optical fiber via the SCPINN
Yin Fang, Wen-Bo Bo, Ru-Ru Wang, Yue‐Yue Wang, Chao‐Qing Dai
Topics & Concepts
SolitonArtificial neural networkNonlinear systemFemtosecondPhysicsFiberTransmission (telecommunications)Convergence (economics)Optical fiberPicosecondStatistical physicsOpticsTopology (electrical circuits)Computer scienceQuantum mechanicsMaterials scienceMathematicsTelecommunicationsLaserEconomicsCombinatoricsMachine learningEconomic growthComposite materialAdvanced Fiber Laser TechnologiesModel Reduction and Neural NetworksNeural Networks and Reservoir Computing