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Unified Multiscale Field Framework

Author: Dr. L. Vardien Askel
Status: Open Research Draft (v0.3)
Contact: [email protected]


Overview

This repository contains a unified operational framework for a multiscale field model coupling quantum and classical degrees of freedom. The formulation includes:

  • A complete Lagrangian with local, non-local, and effective geometric terms
  • Quantum and classical interacting modes
  • Stochastic operational noise
  • Experiment-ready parameter definitions
  • Cross-platform mapping for real physical systems

The objective is to provide a reproducible, falsifiable, and scalable theoretical structure that can be tested in:

  • Bose–Einstein condensates (BECs)
  • High-Q optical cavities
  • Superconducting transmon circuits

The repository is organized so that every component (theoretical, numerical, and experimental) can be independently verified and replicated.


Repository Structure

text/          – Manuscript: Lagrangian, equations, definitions  
numerics/      – Numerical procedures (mesh, integrators, FFT, noise)  
experiments/   – Experimental ranges, calibration methods, observables  
examples/      – Sample parameter sets and predicted quantities  
LICENSE        – License information  
README.md      – Overview and documentation 

Each folder is self-contained and designed to support independent reproduction efforts.


Key Features

  • Multiscale Lagrangian formulation integrating quantum modes ( \hat{\phi}i ) with classical fields ( A\mu ).
  • Operational definitions for couplings, frequencies, energies and correlations.
  • Gaussian stochastic noise with experimentally accessible correlation structure.
  • Non-local operators regularized for numerical implementation through Fourier-domain methods.
  • Initial and boundary conditions optimized for convergence and physical consistency.
  • Platform-specific experimental ranges aligned with current technology in BECs, optical resonators and superconducting qubits.
  • Falsifiable predictions including frequency shifts, decoherence signatures, and multiscale correlations.

Reproducibility Guidelines

The framework includes:

  • Calibration and alignment procedures
  • Interferometric benchmarks
  • Environmental sensitivity thresholds
  • Statistical criteria and error-measurement standards
  • Noise-generation workflows for simulation and experiment

These ensure that results can be cross-checked by independent groups.


Technical Manuscript

See the file Dynamic_Unified_Field_Project1.md for the complete mathematical formulation of the model.


Versioning

This project is currently in Open Draft phase. Future versions will include:

  • Reference numerical solvers
  • Benchmark datasets
  • Expanded experimental protocols
  • Peer-reviewed documentation

How to Cite

If you use or reference this work:

Askel, L. V. (2025). Unified Multiscale Field Framework. GitHub Repository.

A Zenodo DOI will be added once the first release is archived.


Contributions

Constructive feedback, replication efforts, and independent analyses are welcome. Please open an issue or submit a pull request.


License

This draft is released for open scientific scrutiny and non-commercial academic use. See the LICENSE file for details.


Contact

For technical questions, replication reports or collaboration inquiries:
[email protected]

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