# Performance optimization of symmetrical multi-level boost converter using hybrid MPPT-ANN for solar energy applications

> Research article (Results in Engineering, 2025) · cited 16× · AI/ML

**Wikidata**: [openalex:W4408964580](https://www.wikidata.org/wiki/openalex:W4408964580)  
**Source**: https://4ort.xyz/entity/performance-optimization-of-symmetrical-multi-level-boost-converter-using-hybrid-mppt-ann-for-solar-energy-applications
