Powered by OpenAIRE graph
Found an issue? Give us feedback
ZENODOarrow_drop_down
ZENODO
Report . 2026
License: CC BY ND
Data sources: Datacite
ZENODO
Report . 2026
License: CC BY ND
Data sources: Datacite
versions View all 2 versions
addClaim

Canonical Conditional Unlocking Fields (CUF): Reference Code Library and Measurement Framework

Authors: Allen, Kearon;

Canonical Conditional Unlocking Fields (CUF): Reference Code Library and Measurement Framework

Abstract

This record contains the canonical reference code library for Conditional Unlocking Fields (CUF).It provides the frozen CUF core operator, canonical measurement stack, constraint library, ledger library, and executable harness examples. The purpose of this library is to ensure that simulations and tests claiming to use CUF are measuring CUF quantities exactly as defined by CUF mathematics, rather than substituting generic statistical or dynamical metrics. The library enforces:• pre-ledger measurement of constraint violation• minimal-correction admissibility ledgers• termination on admissibility failure• CVaR-based stabilization burden• identity-lock threshold extraction• normalized burden and invariance testing Users may substitute their own update rules, constraints, and ledgers via the provided interfaces, but the CUF measurement channel and ordering remain fixed. This record functions as the canonical CUF coding standard for reproducible CUF experiments across domains (dynamical systems, learning algorithms, control systems, and other constrained-update models).

Keywords

Admissible Dynamics, Code Library, Identity Persistence, Reference Implementation, Reproducible Research, Identity Threshold, Dynamical Systems, CUF, Computational Framework, Constraint Based Systems, Measurement Framework, Simulation Framework, Stabilization Burden, Conditional Unlocking Fields, CVaR

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Upload OA version
Are you the author of this publication? Upload your Open Access version to Zenodo!
It’s fast and easy, just two clicks!