# A new approach to optimizing aeration using XGB-Bi-LSTM via the online monitoring of oxygen transfer efficiency and oxygen uptake rate

> Research article (Environmental Research, 2023) · cited 13× · AI/ML

**Wikidata**: [openalex:W4386885348](https://www.wikidata.org/wiki/openalex:W4386885348)  
**Source**: https://4ort.xyz/entity/a-new-approach-to-optimizing-aeration-using-xgb-bi-lstm-via-the-online-monitoring-of-oxygen-transfer-efficiency-and-oxyg