# Evaluation of LSTM vs. conceptual models for hourly rainfall runoff simulations with varied training period lengths

> Research article (Scientific Reports, 2025) · cited 16× · AI/ML

**Wikidata**: [openalex:W4410122392](https://www.wikidata.org/wiki/openalex:W4410122392)  
**Source**: https://4ort.xyz/entity/evaluation-of-lstm-vs-conceptual-models-for-hourly-rainfall-runoff-simulations-with-varied-training-period-lengths