Multi-parallelized PINNs for the inverse problem study of NLS typed equations in optical fiber communications: Discovery on diverse high-order terms and variable coefficients
Yuhang Yin, Xing Lü
Topics & Concepts
Variable (mathematics)MathematicsNonlinear systemInverseInverse problemFocus (optics)Applied mathematicsMathematical analysisPhysicsQuantum mechanicsGeometryOpticsModel Reduction and Neural NetworksAdvanced Fiber Laser TechnologiesNeural Networks and Reservoir Computing