Learning dynamical systems from data: A simple cross-validation perspective, part I: Parametric kernel flows
Boumediene Hamzi, Houman Owhadi
Topics & Concepts
Kernel (algebra)Kernel smootherSimple (philosophy)Perspective (graphical)Kernel methodParametric statisticsDynamical systems theoryComputer scienceLyapunov exponentMathematicsApplied mathematicsAlgorithmArtificial intelligenceStatistical physicsSupport vector machineRadial basis function kernelPure mathematicsStatisticsPhysicsPhilosophyQuantum mechanicsChaoticEpistemologyModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignFluid Dynamics and Turbulent Flows