∮Programme tag
#ortsf
6 documents indexed here. Current and historical research programmes, plus the disciplinary fields that organise the work.
ℓNotes
1χONN documents
2- ONN documents
ONN Canonical Audit & Status
What the Ontology Neural Network programme set out to build, and what its own rigorous audit established: an identifiability boundary, a modest surviving positive, and narrowly scoped model-level control results. The programme has since moved to ULR.
- ONN documents
ORTSF Delay-Margin Certificate
An honestly scoped ORTSF control note: a model-level phase-margin gate implemented in a guarded pipeline, plus a single-mode scalar delay-independent certificate. Multimode and deployed-controller stability remain open.
¶Papers
2- Papers · 2026
Ontology Neural Network and ORTSF: A Framework for Topological Reasoning and Delay-Robust Control
Paper of record for the original ONN + ORTSF framing. A later audit found that the higher-order/cohomological thesis adds no information beyond pairwise data un
- Papers · 2025
Advanced Topology-Preserving Neural Networks: An Extension of ONN/ORTSF Framework with Dynamic Structural Optimization
The headline empirical figures and transfer results are not reproducible from the current authoritative research source. This preprint is retained as a historic