PiSL: Physics-informed Spline Learning for data-driven identification of nonlinear dynamical systems
Fangzheng Sun, Yang Liu, Qi Wang, Hao Sun
Topics & Concepts
Nonlinear systemSpline (mechanical)Robustness (evolution)Dynamical systems theoryComputer scienceNonlinear system identificationArtificial neural networkSystem identificationInterpolation (computer graphics)Spline interpolationArtificial intelligenceApplied mathematicsMachine learningMathematicsData modelingEngineeringPhysicsBilinear interpolationQuantum mechanicsGeneComputer visionStructural engineeringChemistryBiochemistryDatabaseMotion (physics)Model Reduction and Neural NetworksFluid Dynamics and Vibration AnalysisStructural Health Monitoring Techniques