# Multi-scale membrane process optimization with high-fidelity ion transport models through machine learning

> Research article (Journal of Membrane Science, 2020) · cited 67× · AI/ML

**Wikidata**: [openalex:W3021730824](https://www.wikidata.org/wiki/openalex:W3021730824)  
**Source**: https://4ort.xyz/entity/multi-scale-membrane-process-optimization-with-high-fidelity-ion-transport-models-through-machine-learning
