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Precursors-driven machine learning prediction of chaotic extreme pulses in Kerr resonators

S. Coulibaly, Florent Bessin, Marcel G. Clerc, Arnaud Mussot

2022Chaos Solitons & Fractals13 citationsDOIOpen Access PDF

Topics & Concepts

ChaoticLyapunov exponentNonlinear systemComputer scienceArtificial neural networkArtificial intelligenceStatistical physicsMachine learningAlgorithmPhysicsQuantum mechanicsNeural Networks and Reservoir ComputingNonlinear Dynamics and Pattern FormationMeteorological Phenomena and Simulations
Precursors-driven machine learning prediction of chaotic extreme pulses in Kerr resonators | Litcius