Waveframe v4.0

AI-Orchestrated Cosmology Case Study Using AWO Framework

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Status

This repository is archived as a completed proof-of-concept (v4.0).
The work is permanently recorded via DOI for reproducibility.

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What This Is

Waveframe v4.0 is a workflow demonstration applying
AI Workflow Orchestration (AWO) to a complex scientific problem.

• Physics content is exploratory — not a replacement for ΛCDM
• The focus is on reproducibility, transparency, and auditability
• Outputs are packaged like serious software: figures, notebooks, logs, decision records

Think of Waveframe v4.0 as a case study in AI-assisted research orchestration, not as a final cosmological model.

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Deliverables

• /Theory – Conceptual framework and derivations
• /Equations – Equations and assumptions
• /Notebooks – Python notebooks for model-vs-ΛCDM comparisons
• /Analysis – Results summaries, figures, CSV outputs
• /Figures – Generated plots (expansion history, growth factor, etc.)
• /Docs – Supporting documentation (workflow, logs, falsifiability scaffolds)
• /Demos – Lightweight apps (Streamlit, report generator)
• /decisions – Architecture Decision Records (ADRs)

More detailed discussion of the model, scaffolds for falsifiability, and empirical criteria can be found in
Docs/Extended_Methodology.md.

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Portfolio Note

This repository is part of a broader portfolio showing how Aurora Workflow Orchestration (AWO) can scale across domains:

• Aurora Workflow Orchestration (AWO) — defines the orchestration framework
• Waveframe v4.0 — scientific case study Future projects: TBA

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Licensing & Attribution

• Code: Apache License 2.0 (LICENSE)
• Theory, equations, figures, docs: CC BY-NC 4.0 (LICENSE-NC.md)

Attribution is required. Commercial use prohibited without permission.
See LICENSE_POLICY.md for scope examples.

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Author

Shawn C. Wright

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Version & Citation

Version: Waveframe v4.0 (archived)

Concept DOI (permanent citation):

For reproducibility, always cite the concept DOI above.
This ensures future readers resolve to the correct archived version.

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How to Cite

If you use this work, please cite it as:

@software{wright_waveframe_v4_2025,
  author       = {Shawn C. Wright},
  title        = {Waveframe v4.0: AI-Orchestrated Proof of Concept in Cosmology},
  year         = {2025},
  publisher    = {Zenodo},
  version      = {v4.0},
  doi          = {10.5281/zenodo.17041850},  
  url          = {https://doi.org/10.5281/zenodo.17041850}
}

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_{© 2025 Waveframe Labs · Independent Open-Science Research Entity · ORCID: 0009-0006-6043-9295 · DOI: 10.5281/zenodo.16872199}

_{Governed under the Aurora Research Initiative (ARI) · Constructed using the AWO methodology}