# An optimized long short-term memory (LSTM)-based approach applied to early warning and forecasting of ponding in the urban drainage system

> Research article (Hydrology and earth system sciences, 2023) · cited 11× · AI/ML

**Wikidata**: [openalex:W4378471783](https://www.wikidata.org/wiki/openalex:W4378471783)  
**Source**: https://4ort.xyz/entity/an-optimized-long-short-term-memory-lstm-based-approach-applied-to-early-warning-and-forecasting-of-ponding-in-the-urban