# A real-time operational carbon emission prediction method for the early design stage of residential units based on a convolutional neural network: A case study in Beijing, China

> Research article (Journal of Building Engineering, 2023) · cited 27× · AI/ML

**Wikidata**: [openalex:W4378979603](https://www.wikidata.org/wiki/openalex:W4378979603)  
**Source**: https://4ort.xyz/entity/a-real-time-operational-carbon-emission-prediction-method-for-the-early-design-stage-of-residential-units-based-on-a-con