A practical input-to-state stability certificate for Koopman learning control is derived, separating prediction residuals from selected-channel margins and projection residuals.
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Smooth stabilization implies coprime factoriza- tion
3 Pith papers cite this work, alongside 2,698 external citations. Polarity classification is still indexing.
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A state-space definition of fading memory is introduced that extends incremental input-to-output stability via a memory kernel, is implied by incremental input-to-state stability under bounded inputs, and holds for current-driven memristor models.
A port-Hamiltonian modeling, ISS control, and energy-conserving simulation framework for grid-forming SVGs that outperforms PI control and standard integrators in numerical tests.
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Input-to-State Stability Certification via Projection Residuals for Koopman Learning Control of Nonlinear Repetitive Systems
A practical input-to-state stability certificate for Koopman learning control is derived, separating prediction residuals from selected-channel margins and projection residuals.
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State-space fading memory
A state-space definition of fading memory is introduced that extends incremental input-to-output stability via a memory kernel, is implied by incremental input-to-state stability under bounded inputs, and holds for current-driven memristor models.
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Port-Hamiltonian Control and Structure-Preserving Algorithm for Grid-Forming SVGs
A port-Hamiltonian modeling, ISS control, and energy-conserving simulation framework for grid-forming SVGs that outperforms PI control and standard integrators in numerical tests.