Endogenous Reachability Collapse (ERC) — Rate-dependent Reachability Collapse

A temporal extension exploring how loss of recoverability may depend not only on the magnitude of perturbations, but on the rate at which they are applied.

While previous results suggest that internal constraints can render a stable attractor dynamically inaccessible, this work investigates whether accessibility may also depend on the relationship between input rate and recovery timescales.

To test this, time-dependent forcing is introduced into the ERC framework, allowing comparison between perturbations with identical total magnitude but different temporal profiles.

Numerical simulations suggest that collapse may depend strongly on input rate, even when total input (AUC) is held constant.

This indicates that two perturbations with identical total load may produce different outcomes, depending on how rapidly the system is driven relative to its recovery capacity.

Faster inputs may push the system beyond its recoverable regime, while slower inputs of the same total magnitude may remain within accessible bounds.

This rate dependence manifests as a shift in the effective recoverability threshold, as shown in the figure.

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

The attractor remains present in the system, but becomes dynamically unreachable when the system is driven faster than it can recover.

This temporal perspective extends the ERC framework by introducing a second dimension of accessibility: not only where the system is in state space, but how quickly it is forced through it.

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) — Minimal Recoverability Framework

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Endogenous Reachability Collapse (ERC) — Ensemble Behavior