# A gradient descent direction based-cumulants method for probabilistic energy flow analysis of individual-based integrated energy systems

> Research article (Energy, 2022) · cited 43× · AI/ML

**Wikidata**: [openalex:W4310377398](https://www.wikidata.org/wiki/openalex:W4310377398)  
**Source**: https://4ort.xyz/entity/a-gradient-descent-direction-based-cumulants-method-for-probabilistic-energy-flow-analysis-of-individual-based-integrate