# A data-driven approach to discover hidden complicated relationships of energy variables and estimate energy consumption in U.S. homes

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/a-data-driven-approach-to-discover-hidden-complicated-relationships-of-energy/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Doowon Choi,Chul Kim |
| Citations | 4 |
| DOI | 10.1016/j.buildenv.2024.112175 |
| Fields | Engineering,Environmental Science,Health Professions |
| Open Access | false |
| OA Status | closed |
| OpenAlex ID | https://openalex.org/W4403283429 |
| Type | article |
| Year | 2024 |

## Paper authors

- [Doowon Choi](https://scholariq.org/researchers/doowon-choi/)

## Paper journal

- [Building and Environment](https://scholariq.org/journals/building-and-environment/)

## 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/)
- [Noise Effects and Management](https://scholariq.org/topics/noise-effects-and-management/)
- [Urban Heat Island Mitigation](https://scholariq.org/topics/urban-heat-island-mitigation/)

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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.