Learning dynamical systems from data: A simple cross-validation perspective, Part V: Sparse Kernel Flows for 132 chaotic dynamical systems
Lu Yang, Xiuwen Sun, Boumediene Hamzi, Houman Owhadi, Naiming Xie
Topics & Concepts
Variable kernel density estimationKernel embedding of distributionsMathematicsKernel (algebra)Radial basis function kernelKernel principal component analysisPolynomial kernelKernel methodTree kernelKernel smootherDynamical systems theoryAlgorithmApplied mathematicsMathematical optimizationComputer scienceArtificial intelligenceDiscrete mathematicsSupport vector machineQuantum mechanicsPhysicsModel Reduction and Neural NetworksComputational Physics and Python ApplicationsGaussian Processes and Bayesian Inference