DOI: 10.5281/zenodo.18574110
title: Quantum Stabilization Dynamics
title: Energy Transport and the Emergence of Entangled States in Driven Systems

description: A Measurement-First Corridor Stability Method for Driven Physical Systems

 

 

Overview

 

 

Quantum Stabilization Dynamics (QSD) and the Aurora Framework introduce a measurement-first methodology for detecting and certifying stabilized transport regimes in driven physical systems. Rather than proposing a new microscopic physical law, the framework provides an operational, falsifiable diagnostic structure for identifying when a system transitions from dispersive, loss-dominated behavior into a stationary corridor of organized transport.

 

The central observable is a log-mismatch coordinate (ΔE) paired with statistical diagnostics including:

 



dispersion collapse

hazard-rate stationarity

survival-probability structure

reproducible slope-peak localization


 

 

Together, these define an experimentally testable stabilization threshold that can be compared across platforms without assuming a shared microscopic mechanism.

 

 

 

 

Scientific Motivation

 

 

Across quantum circuits, optical cavities, plasmas, nonlinear oscillators, and astrophysical variability records, driven systems frequently exhibit:

 



bursty loss outside narrow parameter regions

variance collapse near optimal tuning

abrupt onset of persistent transport or coherence


 

 

QSD formalizes this recurring phenomenology as a first-passage stabilization problem, enabling:

 



platform-agnostic comparison

preregistered falsification criteria

uncertainty-quantified threshold estimation


 

 

 

 

 

The Aurora Framework

 

 

The Aurora Framework provides the broader mathematical and methodological structure supporting QSD.

Key elements include:

 



ΔE corridor geometry for stability detection

hazard-rate and survival-analysis formalism for transport certification

finite-radius and discretization corrections for experimental realism

record-only reproducibility protocols enabling validation from raw datasets


 

 

Aurora functions as a unified analysis layer rather than a new dynamical theory, allowing direct application to:

 



quantum hardware calibration

photonic and cavity-QED transport

plasma confinement stability

synchronization and nonlinear dynamics

stellar and astrophysical variability datasets


 

 

 

 

 

Contents of This Record

 

 

This Zenodo archive contains:

 



manuscript preprint(s) describing QSD and Aurora methodology

reproducible analysis code (Python/NumPy/Matplotlib)

synthetic and/or public benchmark datasets

figure generation scripts

preregistration and falsification templates


 

 

All materials are provided to support transparent replication and independent testing.

 

 

 

 

Reproducibility and Falsifiability

 

 

The framework is explicitly structured to allow rejection if stabilization diagnostics fail to reproduce across:

 



resampling

noise perturbation

platform substitution

independent datasets


 

 

This design positions QSD/Aurora as a testable methods contribution within statistical physics, quantum information, and nonlinear dynamics.

 

 

 

 

Intended Use

 

 

This repository is suitable for:

 



researchers studying stability in driven systems

quantum and photonic experimentalists

nonlinear dynamics and synchronization studies

data-driven transport analysis

cross-platform statistical validation of coherence onset


 

Author

 

Alexander P. Mannino

Independent research and open-science development in stability diagnostics, transport organization, and measurement-first physical inference.