Centre for Self Managed Learning

Recent papers from Centre for Self Managed Learning

1. Presence, Not Memory: A Kinetic Framework for Distinguishing Transient and Persistent States in Aqueous Systems2026
2. Estimating the Local Jacobian of an Aqueous System from Perturbation-Response Spectroscopy2026
3. A Dimensionless Retention Criterion for Induced Order in Water-Material Systems2026
4. Three energetic quantities that must not be conflated: amount, gradient and steadiness of flux, the withdrawal of a universal principle of regime selection, and a transferred form of non-monotonic dependence2026
5. A union-bound tolerance rule and the information price of a fitted orientation in spatial-coincidence tests on the sphere2026
6. Provenance of AI-assisted analysis: a disclosure and reproduction protocol for research involving language models2026
7. Provenance of AI-assisted analysis: a disclosure and reproduction protocol for research involving language models2026
8. Five Control Parameters: Operationalising the set R · E · I · G · B — carriers, units, measurement procedures and limits of applicability2026
9. Physicochemical Variability in Water–Mineral Systems under Controlled Electromagnetic Conditions: A Preregistered Measurement Protocol and Reproducibility Framework2026
10. Phase-Coherent Transition and Discrete Frameworks on the Sphere: from a Condition for Transition to a Measurable Upper Bound2026
11. Octave dynamics and negentropic transitions in complex systems: conditions for the formation of a synchronicity corridor and for the realisation of a subject's essential potential2026
12. Directed Self-Organization Technologies (DSOT): theoretical foundations, operational parameters and a programme of experimental verification2026