# An explainable machine learning framework for multi-objective carbon reduction targeting material operational seasonal emissions in building retrofits

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/an-explainable-machine-learning-framework-for-multi-objective-carbon-reduction/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Huaiyong Zhu,C.T. Hu,Congyue Zhou,Zhu Wang,Xuanli Wang,Yiqun Wu |
| Citations | 1 |
| DOI | 10.1038/s41598-025-29418-z |
| Fields | Engineering,Environmental Science |
| Open Access | true |
| OA Status | gold |
| OA URL | https://www.nature.com/articles/s41598-025-29418-z_reference.pdf |
| OpenAlex ID | https://openalex.org/W4416892387 |
| PMID | 41326493 |
| Type | article |
| Year | 2025 |

## Paper authors

- [Huaiyong Zhu](https://scholariq.org/researchers/huaiyong-zhu/)
- [Xuanli Wang](https://scholariq.org/researchers/xuanli-wang/)
- [Congyue Zhou](https://scholariq.org/researchers/congyue-zhou/)
- [C.T. Hu](https://scholariq.org/researchers/c-t-hu/)
- [Yiqun Wu](https://scholariq.org/researchers/yiqun-wu/)

## Paper journal

- [Scientific Reports](https://scholariq.org/journals/scientific-reports/)

## 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/)
- [Environmental Impact and Sustainability](https://scholariq.org/topics/environmental-impact-and-sustainability/)
- [BIM and Construction Integration](https://scholariq.org/topics/bim-and-construction-integration/)

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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.