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Learning Control-Affine Reduced-Order Models via Autoencoders

math.DS · 2026-06-03 · unverdicted · novelty 6.0

Framework learns control-affine reduced-order models via jointly trained autoencoders on high-dimensional data, extended to sequence-based models and assessed on numerical examples for prediction and feedback linearization.

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  • Learning Control-Affine Reduced-Order Models via Autoencoders math.DS · 2026-06-03 · unverdicted · none · ref 46

    Framework learns control-affine reduced-order models via jointly trained autoencoders on high-dimensional data, extended to sequence-based models and assessed on numerical examples for prediction and feedback linearization.