# Predicting Molecular Self-Assembly on Metal Surfaces Using Graph Neural Networks Based on Experimental Data Sets

> Research article (ACS Nano, 2023) · cited 18× · AI/ML

**Wikidata**: [openalex:W4386086134](https://www.wikidata.org/wiki/openalex:W4386086134)  
**Source**: https://4ort.xyz/entity/predicting-molecular-self-assembly-on-metal-surfaces-using-graph-neural-networks-based-on-experimental-data-sets