Neural network assisted symbolic analysis and simulation of nonlinear dynamical equation
Jan Muhammad, Fengping Yao, Usman Younas
Topics & Concepts
Nonlinear systemWave packetArtificial neural networkRiccati equationDynamical systems theoryEnergy (signal processing)Wave propagationMathematicsRogue waveWave equationApplied mathematicsMathematical analysisHyperbolic functionWork (physics)Acoustic wave equationTrigonometryWaves and shallow waterPhysicsRational functionPartial differential equationTrigonometric functionsComputer scienceAcoustic waveClassical mechanicsDynamical system (definition)Wind waveGravity waveVariety (cybernetics)Geophysical fluid dynamicsMechanical waveMathematical modelBreaking waveStatistical physicsInternal waveNonlinear Waves and SolitonsHydrological Forecasting Using AINeural Networks and Reservoir Computing