# A deep learning-based probabilistic approach to flash flood warnings in mountainous catchments

> Research article (Journal of Hydrology, 2025) · cited 13× · AI/ML

**Wikidata**: [openalex:W4406269797](https://www.wikidata.org/wiki/openalex:W4406269797)  
**Source**: https://4ort.xyz/entity/a-deep-learning-based-probabilistic-approach-to-flash-flood-warnings-in-mountainous-catchments