# An ANN-based fast building energy consumption prediction method for complex architectural form at the early design stage

> Research article (Building Simulation, 2019) · cited 140× · AI/ML

**Wikidata**: [openalex:W2944166938](https://www.wikidata.org/wiki/openalex:W2944166938)  
**Source**: https://4ort.xyz/entity/an-ann-based-fast-building-energy-consumption-prediction-method-for-complex-architectural-form-at-the-early-design-stage