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3 documents indexed here. Mathematical objects, methods, systems, and recurring technical questions.
Under weight perturbation, doors with sufficient margin above the threshold are stable — only the epsilon-boundary layer may change.
The claimed 'cohomology = Lyapunov certificate' does not exist in the research source. What remains is a model-level phase-margin gate and a separate single-mode scalar delay certificate, neither derived from cohomology.
The claimed constructive cohomological Lyapunov certificate, together with the 177 microsecond / 3M-node and 99.75% figures, is not supported by the current aut