# A hybrid framework: singular value decomposition and kernel ridge regression optimized using mathematical-based fine-tuning for enhancing river water level forecasting

> Research article (Scientific Reports, 2025) · cited 10× · AI/ML

**Wikidata**: [openalex:W4408154884](https://www.wikidata.org/wiki/openalex:W4408154884)  
**Source**: https://4ort.xyz/entity/a-hybrid-framework-singular-value-decomposition-and-kernel-ridge-regression-optimized-using-mathematical-based-fine-tuni