# Optimizing flood predictions by integrating LSTM and physical-based models with mixed historical and simulated data

> Research article (Heliyon, 2024) · cited 30× · AI/ML

**Wikidata**: [openalex:W4400077470](https://www.wikidata.org/wiki/openalex:W4400077470)  
**Source**: https://4ort.xyz/entity/optimizing-flood-predictions-by-integrating-lstm-and-physical-based-models-with-mixed-historical-and-simulated-data