Physics-informed hierarchical echo state network for predicting the dynamics of chaotic systems
Xiaodong Na, Yuan Li, Weijie Ren, Min Han
Topics & Concepts
Computer scienceOverfittingPredictabilityChaoticEcho state networkGeneralizationEcho (communications protocol)Artificial intelligenceConsistency (knowledge bases)Machine learningArtificial neural networkRecurrent neural networkData miningMathematicsComputer securityMathematical analysisStatisticsNeural Networks and Reservoir ComputingNeural Networks and ApplicationsModel Reduction and Neural Networks