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- ---
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- license: mit
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- language:
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- - en
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- ---
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  # HeatBee: Surrogate Modeling of High-Mass Vernacular Architecture in Arid Climates
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  [![EnergyPlus](https://img.shields.io/badge/EnergyPlus-26.2.0-blue.svg)](https://energyplus.net/)
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  [![Python](https://img.shields.io/badge/Python-3.13-green.svg)](https://www.python.org/)
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  [![Model](https://img.shields.io/badge/Surrogate-XGBoost_GBDT-orange.svg)](https://xgboost.readthedocs.io/)
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  [![License](https://img.shields.io/badge/License-MIT-purple.svg)](LICENSE)
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- [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.23145635.svg)]((https://doi.org/10.5281/zenodo.23145635))
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  HeatBee is an open-source building performance simulation pipeline and Machine Learning surrogate model investigating the transient thermodynamic behavior of vernacular rammed earth (*pisé*) architecture versus contemporary construction in **Marrakesh, Morocco (Zone Climatique 5)**.
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  # HeatBee: Surrogate Modeling of High-Mass Vernacular Architecture in Arid Climates
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  [![EnergyPlus](https://img.shields.io/badge/EnergyPlus-26.2.0-blue.svg)](https://energyplus.net/)
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  [![Python](https://img.shields.io/badge/Python-3.13-green.svg)](https://www.python.org/)
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  [![Model](https://img.shields.io/badge/Surrogate-XGBoost_GBDT-orange.svg)](https://xgboost.readthedocs.io/)
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  [![License](https://img.shields.io/badge/License-MIT-purple.svg)](LICENSE)
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+ [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.23145635.svg)](https://doi.org/10.5281/zenodo.23145635)
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  HeatBee is an open-source building performance simulation pipeline and Machine Learning surrogate model investigating the transient thermodynamic behavior of vernacular rammed earth (*pisé*) architecture versus contemporary construction in **Marrakesh, Morocco (Zone Climatique 5)**.
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