# Development of physics-informed machine-learning models to enhance understanding and prediction of membrane fouling

> Research article (Journal of Membrane Science, 2025) · cited 22× · AI/ML

**Wikidata**: [openalex:W4409731461](https://www.wikidata.org/wiki/openalex:W4409731461)  
**Source**: https://4ort.xyz/entity/development-of-physics-informed-machine-learning-models-to-enhance-understanding-and-prediction-of-membrane-fouling
