# Machine Learning in Membrane Design: From Property Prediction to AI-Guided Optimization

> Research article (Nano Letters, 2024) · cited 66× · AI/ML

**Wikidata**: [openalex:W4392429236](https://www.wikidata.org/wiki/openalex:W4392429236)  
**Source**: https://4ort.xyz/entity/machine-learning-in-membrane-design-from-property-prediction-to-ai-guided-optimization