Modeling chaotic systems: Dynamical equations vs machine learning approach

Tongfeng Weng, Huijie Yang, Jie Zhang, Michael Small

2022Communications in Nonlinear Science and Numerical Simulation30 citationsDOI

Topics & Concepts

Reservoir computingChaoticComputer scienceSynchronization (alternating current)Chaotic systemsDynamical systems theoryDual (grammatical number)Synchronization of chaosVariety (cybernetics)Systems modelingControl theory (sociology)Artificial intelligencePhysicsArtificial neural networkRecurrent neural networkControl (management)Computer networkArtQuantum mechanicsLiteratureSoftware engineeringChannel (broadcasting)Neural Networks and Reservoir ComputingNeural dynamics and brain functionNeural Networks and Applications