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Preprint Oct 2026

ANOVA approximation for high-dimensional control systems

We study the data-driven approximation of control-affine systems, where the drift and each control vector field exhibit a low-dimensional structure. While the ANOVA (ANalysis Of VAriance) decomposition is tailored to low-dimensional structures, a straightforward implementation does not exploit control affinity, renderi...

M. Kircheis, D. Potts, M. Schaller et al. · 0 citations

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