Prediction of optical solitons using an improved physics-informed neural network method with the conservation law constraint
Gang-Zhou Wu, Yin Fang, Nikolay A. Kudryashov, Yue‐Yue Wang, Chao‐Qing Dai
Topics & Concepts
Conservation lawPhysical lawNonlinear systemArtificial neural networkSolitonConstraint (computer-aided design)Integrable systemPhysical systemPhysicsDispersion (optics)Nonlinear Schrödinger equationApplied mathematicsStatistical physicsClassical mechanicsComputer scienceMathematicsArtificial intelligenceQuantum mechanicsMathematical physicsGeometryModel Reduction and Neural NetworksAdvanced Fiber Laser TechnologiesNeural Networks and Reservoir Computing