# A Machine Learning Approach to Cooling Load Prediction: Integrating Orientation-Specific U-Values with Random Forest Modelling

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/a-machine-learning-approach-to-cooling-load-prediction-integrating-orientation/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Nourhan M. Waly,Hatem Mahmoud |
| Citations | 0 |
| DOI | 10.1088/1755-1315/1530/1/012011 |
| Fields | Engineering,Environmental Science |
| Open Access | true |
| OA Status | diamond |
| OA URL | https://doi.org/10.1088/1755-1315/1530/1/012011 |
| OpenAlex ID | https://openalex.org/W4413821979 |
| Type | conference-paper |
| Year | 2025 |

## Paper authors

- [Nourhan M. Waly](https://scholariq.org/researchers/nourhan-m-waly/)

## Paper journal

- [IOP Conference Series Earth and Environmental Science](https://scholariq.org/journals/iop-conference-series-earth-and-environmental-science/)

## 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/)
- [Wind and Air Flow Studies](https://scholariq.org/topics/wind-and-air-flow-studies/)
- [Structural Health Monitoring Techniques](https://scholariq.org/topics/structural-health-monitoring-techniques/)

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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.