Physics-informed echo state networks
N.A.K. Doan, W. Polifke, L. Magri
Topics & Concepts
ChaoticPredictabilityComputer scienceEcho (communications protocol)Truncation (statistics)Function (biology)Echo state networkArtificial intelligenceChaotic systemsState (computer science)Lyapunov functionChaotic scatteringAlgorithmLorenz systemMachine learningStability (learning theory)Lyapunov exponentArtificial neural networkSupervised learningPhysical systemTraining (meteorology)MathematicsControl theory (sociology)Reservoir computingDynamical system (definition)Neural Networks and Reservoir ComputingModel Reduction and Neural NetworksQuantum many-body systems