AI-Lorenz: A physics-data-driven framework for Black-Box and Gray-Box identification of chaotic systems with symbolic regression
Mario De Florio, Ioannis G. Kevrekidis, George Em Karniadakis
Topics & Concepts
Black boxChaoticLorenz systemIdentification (biology)Gray (unit)RegressionSystem identificationMathematicsRegression analysisApplied mathematicsSymbolic regressionChaotic systemsComputer scienceStatistical physicsAlgorithmStatisticsArtificial intelligenceData miningPhysicsRadiologyMeasure (data warehouse)BiologyMedicineBotanyGenetic programmingNeural Networks and ApplicationsModel Reduction and Neural NetworksChaos control and synchronization