Research & Foundational Frameworks
The following publications outline core systems models that inform my broader body of work. Each paper establishes a conceptual spine — clarifying definitions, measurement principles, and structural assumptions — before its expanded treatment in future book-length projects. These are not diagnostic claims or finalized doctrines, but foundational frameworks designed to make complex systems measurable, discussable, and testable over time.
Together, these frameworks reflect a single concern: how stability, timing, and reserve capacity determine whether complex systems thrive or fail.
A Systems Framework for Nutrient-Driven Cardiac Stability in Atrial Fibrillation
A systems-based model proposing that electrolyte sufficiency and nutrient density form a measurable foundation for electrical stability in atrial fibrillation.
Skeletal Muscle as a Central Biological Reserve
A conceptual framework arguing that skeletal muscle functions as a metabolic and electrolyte reserve central to long-term physiological resilience.
The Systems Observation Loop
A structured, non-diagnostic method for organizing weak physiological and performance signals into patterns that can be tracked, measured, and discussed constructively.
Thinking in Systems About Health
A systems-theory critique of modern health measurement, examining why isolated metrics often fail to reflect whole-system stability.