Overview
# 7GC Digital Twin — AI-RAN Research Scaffold
7GC · STAGING_WORKER
7GC digital twin
Campus and network digital-twin research code for scenario scores and reports.
Explore evidence
Evidence class: SYNTHETIC_SIM. The records are synthetic-fixture findings from the repository protocol. They are not a measured campus trial.
Overview
End-to-End Research Artifact
**Spine repo** for the gunnchOS3k MLV **7GC AI-RAN Digital Twin Program**. > **Research prototype / simulation scaffold** — not a claim of deployed 6G infrastructure.
Thesis
Community-scale **AI-RAN + digital twin + edge device testbeds** for under-connected, spectrum-constrained communities. - **Gary** — flagship node (node 1) - **Ghana, Guyana, Gaza, Geelong, Graham Land, Germany** — comparative scenario nodes for research and future partnerships
Methods
Methods follow paper/artifacts/experiment_protocol.yaml: experiment rq1_gary_flagship_profiles, site gary, mode synthetic-fixture, evidence class SYNTHETIC_SIM, seeds 1 through 30 predeclared. Findings are copied from paper/artifacts/rq1_experiment_summary.json. The protocol says not to treat this as held-out RF.
Native research runtimes stay on a local checkout. This page shows repository records only.
Artifacts
paper/ARTIFACT_EVALUATION.mdpaper/CITATION_AUDIT.mdpaper/CLAIMS_TO_EVIDENCE.mdpaper/CONFERENCE_READINESS_TODOS.mdpaper/MANUSCRIPT_STATUS.mdpaper/README.mdpaper/REPRODUCIBILITY.mdpaper/abstract.mdpaper/artifacts/PREREGISTRATION.mdpaper/artifacts/RESEARCH_ARTIFACT_INDEX_RQ1_STATISTICAL_PARITY.mdpaper/artifacts/rq1_experiment_summary.jsonpaper/artifacts/rq1_statistical_report.csv
Source
Pinned source 1a5491bf9261f77a75cc0fa7edbb5f25b425c7aa
Limitations
- Simulation output is not scientific acceptance
- The twin does not run inside this Worker
About / Build status / Evidence
What is this?
Campus and network digital-twin research code for scenario scores and reports.
The research code is not executing here. This is a research surface.
Why does it exist?
It gives this repository a public web surface inside the gunnchOS ecosystem without pretending the original runtime runs on Cloudflare Workers.
What can I actually do with it today?
Use the primary action to inspect repository records, then open the source for the local toolchain.
What is not finished?
- Simulation output is not scientific acceptance
- The twin does not run inside this Worker
STAGING_WORKER
Runtime mode on this page: PRECOMPUTED. No remote model call is made.