# Directed Message Passing Neural Networks for Accurate Prediction of Polymer–Solvent Interaction Parameters

> Research article (ACS Engineering Au, 2025) · cited 11× · AI/ML

**Wikidata**: [openalex:W4412883745](https://www.wikidata.org/wiki/openalex:W4412883745)  
**Source**: https://4ort.xyz/entity/directed-message-passing-neural-networks-for-accurate-prediction-of-polymersolvent-interaction-parameters