# Machine learning as a surrogate model for EnergyPLAN: Speeding up energy system optimization at the country level

> Research article (Energy, 2024) · cited 35× · AI/ML

**Wikidata**: [openalex:W4401284668](https://www.wikidata.org/wiki/openalex:W4401284668)  
**Source**: https://4ort.xyz/entity/machine-learning-as-a-surrogate-model-for-energyplan-speeding-up-energy-system-optimization-at-the-country-level