# Performance prediction of a reverse osmosis unit using an optimized Long Short-term Memory model by hummingbird optimizer

> Research article (Process Safety and Environmental Protection, 2022) · cited 69× · AI/ML

**Wikidata**: [openalex:W4307813961](https://www.wikidata.org/wiki/openalex:W4307813961)  
**Source**: https://4ort.xyz/entity/performance-prediction-of-a-reverse-osmosis-unit-using-an-optimized-long-short-term-memory-model-by-hummingbird-optimize