# Estimation of Manning Roughness Coefficient in Alluvial Rivers with Bed Forms Using Soft Computing Models

> Research article (Water Resources Management, 2023) · cited 20× · AI/ML

**Wikidata**: [openalex:W4365812476](https://www.wikidata.org/wiki/openalex:W4365812476)  
**Source**: https://4ort.xyz/entity/estimation-of-manning-roughness-coefficient-in-alluvial-rivers-with-bed-forms-using-soft-computing-models
