# A Deep Learning Framework for Flash-Flood-Runoff Prediction: Integrating CNN-RNN with Neural Ordinary Differential Equations (ODEs)

> Research article (Water, 2025) · cited 14× · AI/ML

**Wikidata**: [openalex:W4409783012](https://www.wikidata.org/wiki/openalex:W4409783012)  
**Source**: https://4ort.xyz/entity/a-deep-learning-framework-for-flash-flood-runoff-prediction-integrating-cnn-rnn-with-neural-ordinary-differential-equati