frp-aging-xgboost
XGBoost-based prediction of residual properties of aged FRP composites
Science Score: 54.0%
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Low similarity (8.7%) to scientific vocabulary
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Repository
XGBoost-based prediction of residual properties of aged FRP composites
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Metadata Files
README.md
XGBoost-based prediction of residual properties of aged FRP composites
This repository contains preliminary code, datasets, and additional resources for an ongoing study on the long-term dynamic performance of a pultruded GFRP structure subjected to high humidity, moderate temperature, and mildly alkaline conditions. The work builds upon the framework proposed by Liu, Liu, and Feng (2022). Feedback and collaboration are welcome as results are being refined.
📂 Repository Structure
- Active branch:
main
Used for stable releases.
📜 License and Attribution
This work is licensed under GPL-3.0 with additional attribution requirements.
📚 Citation
While our manuscript is under review, please cite this repository:
bibtex
@software{frp-aging-xgboost,
author = {Pereira, João Paulo D. de S.},
title = {{XGBoost-based prediction of residual properties of aged FRP composites}},
url = {https://github.com/pereira-joao-paulo/frp-aging-xgboost},
year = {2025},
note = {Article citation will be added upon publication}
}
💬 Questions or Feedback
We appreciate being informed of how this code is being used. For questions, feedback, or to share your case, feel free to reach out at jp_dias@id.uff.br.
Owner
- Name: João Paulo Pereira 周鹏
- Login: jpdspz
- Kind: user
- Location: Niterói
- Repositories: 1
- Profile: https://github.com/jpdspz
Citation (CITATION.cff)
cff-version: 1.2.0
message: "If you use this software, please cite it as below."
title: "XGBoost-based prediction of residual properties of aged FRP composites"
version: 1.1.0
authors:
- given-names: "J. P. D. S."
family-names: "Pereira"
orcid: "https://orcid.org/0009-0004-0752-5480"
repository-code: "https://github.com/pereira-joao-paulo/frp-aging-xgboost"
license: GPL-3.0
year: 2025
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