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Benchmarks: missing
Time to repro: a few days
1 risk flag

Results & Benchmarks

Freshness tier: cold
Direct + Inferred Evidence

No concrete benchmark grounding is available yet. Treat the page as context or an implementation starting point only.

This is the data and example software code for the publication: New Absolute Cavity Pyrgeometer equation by application of Kirchhoff’s law and adding a convection term by Forgan et al., 2023, https://doi.org/10.5194/amt-2022-250

Implementation Evidence Summary

Confidence: medium

codefuse-ai/Awesome-Code-LLM is the closest maintained adjacent implementation (Title overlap with paper keywords (40%)). It is not paper-verified; validate algorithm and evaluation setup against the paper before trusting reported metrics. Community adoption signal: 3261 GitHub stars.

Reproduction Risks

  • Adjacent implementations are not paper-verified
  • Recommended repository is adjacent and not paper-verified.

Hardware Notes

Expect multi-day setup/compute for meaningful reproduction based on current guidance.

Evidence disclosure

Evidence graph: 3 refs, 3 links.

Utility signals: depth 70/100, grounding 75/100, status medium.

Implementation Status

No verified maintained repo

There is no verified maintained implementation yet. Use this baseline plan to decide whether to prototype now or defer.

  • No maintained paper-verified implementation was found; start with the closest related repositories below.
  • Compare repo methods against the paper equations/algorithm before trusting metrics.
  • Create a minimal baseline implementation from the paper and use adjacent repos as references.
Time to first repro: a few days

Reproduction readiness

No Repo
Time to first repro: days
Last checked: Mar 20, 2026

Hardware requirements

  • Expect multi-day setup/compute for meaningful reproduction based on current guidance.

No verified implementation available

  • · No maintained repository has been identified for this paper. Check adjacent implementations or HF artifacts below.

No benchmark numbers could be verified. You will not be able to validate reproduction correctness against published numbers.

Closest related implementations

These are not paper-verified. Use them as reference points when no direct implementation is available.

Hugging Face artifacts

No trustworthy direct or curated related Hugging Face artifacts were found yet.

Continue with targeted Hugging Face searches derived from the paper title and method context:

Tip: start with models, then check datasets/spaces if you need evaluation data or demos.

Direct artifact matches are currently sparse. Use targeted Hugging Face searches to quickly locate candidate models, datasets, and demos.

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Research context

13

Citations

0

References

Tasks

Set (abstract data type), Code (set theory), Computer science, Programming language, Physical Sciences

Methods

None detected

Domains

Mathematics, Physics and Astronomy, Statistical and Nonlinear Physics

Evaluation & Human Feedback Data

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Set (abstract data type) Code (set theory) Computer science Programming language Physical Sciences Mathematics

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