# ML-driven energy prediction model for climate-based affordable passive envelope design in hot regions

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/ml-driven-energy-prediction-model-for-climate-based-affordable-passive-envelope/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Nourhan M. Waly,Hamdy Hassan,Hatem Mahmoud |
| Citations | 2 |
| DOI | 10.1016/j.tsep.2025.104415 |
| Fields | Chemistry,Engineering |
| Open Access | true |
| OA Status | hybrid |
| OA URL | https://doi.org/10.1016/j.tsep.2025.104415 |
| OpenAlex ID | https://openalex.org/W4417163973 |
| Type | article |
| Year | 2025 |

## Paper authors

- [Nourhan M. Waly](https://scholariq.org/researchers/nourhan-m-waly/)
- [Hamdy Hassan](https://scholariq.org/researchers/hamdy-hassan/)
- [Hatem Mahmoud](https://scholariq.org/researchers/hatem-mahmoud/)

## Paper journal

- [Thermal Science and Engineering Progress](https://scholariq.org/journals/thermal-science-and-engineering-progress/)

## Paper primary topic

- [Building Energy and Comfort Optimization](https://scholariq.org/topics/building-energy-and-comfort-optimization/)

## Paper topics

- [Building Energy and Comfort Optimization](https://scholariq.org/topics/building-energy-and-comfort-optimization/)
- [Aerogels and thermal insulation](https://scholariq.org/topics/aerogels-and-thermal-insulation/)
- [Solar Energy Systems and Technologies](https://scholariq.org/topics/solar-energy-systems-and-technologies/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.