Endogenous Reachability Collapse (ERC) — Ensemble Behavior

A minimal extension exploring how loss of recoverability may emerge at the level of initial condition distributions.

While the minimal model shows that a stable attractor may become dynamically inaccessible, this work examines how that transition appears across an ensemble of initial states.

As internal constraint increases, the fraction of initial conditions that return to the base attractor contracts and may collapse abruptly beyond a critical range, providing an operational measure of accessibility.

This suggests that loss of function may first appear at the ensemble level, as a rapid collapse in the fraction of recoverable initial conditions, before becoming absolute at the level of individual trajectories.

Within the explored range, this transition appears consistent with a threshold-like behavior in accessibility.

The attractor remains present in the state space, but becomes reachable only from a diminishing subset of initial conditions.

This suggests that system robustness may depend not only on structure, but on how accessibility is distributed across state space under constraint..

This ensemble perspective introduces an operational and measurable indicator of recoverability loss, linking dynamical accessibility to observable system-level transitions.

Jaime Ojeda

Comenzó su trayectoria en 2007, trabajando en un brewpub en Chicago. Su sed de conocimiento lo llevó a estudiar en el Siebel Institute of Technology/World Brewing Academy, perfeccionando sus habilidades y conocimientos.

Ha participado en diversos paneles de cata y prestigiosas competencias a nivel internacional, entre las que se incluyen el World Beer Cup, Brussels Beer Challenge, Copa Cervezas de América, Copa de Cervezas de Brasil, South Beer Cup, entre otros . Su talento y paladar experto le han valido reconocimiento en el mundo cervecero.

En 2008, creó el portal ConEspuma.com con el objetivo de educar y promover el consumo responsable de cerveza. Su compromiso con la difusión del conocimiento cervecero ha dejado una huella en la comunidad.

Hoy en día, trabaja como consultor independiente, brindando su valiosa experiencia a empresas y emprendedores que desean sobresalir en la industria cervecera.

https://conespuma.com/
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Endogenous Reachability Collapse (ERC) — Rate-dependent Reachability Collapse

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Endogenous Reachability Collapse (ERC) — Minimal Dynamical Model