Predicting the dynamic process and model parameters of the vector optical solitons in birefringent fibers via the modified PINN
Gang-Zhou Wu, Yin Fang, Yue‐Yue Wang, Guo–Cheng Wu, Chao‐Qing Dai
Topics & Concepts
BirefringenceSolitonNonlinear systemNonlinear Schrödinger equationPhysicsArtificial neural networkOptical fiberDispersion (optics)Process (computing)Classical mechanicsMathematical analysisOpticsApplied mathematicsQuantum mechanicsMathematicsComputer scienceArtificial intelligenceOperating systemNeural Networks and Reservoir ComputingAdvanced Fiber Laser TechnologiesOptical Network Technologies