# SPIN-CGNN: Improved fixed backbone protein design with contact map-based graph construction and contact graph neural network

> Research article (PLoS Computational Biology, 2023) · cited 13× · AI/ML

**Wikidata**: [openalex:W4389429454](https://www.wikidata.org/wiki/openalex:W4389429454)  
**Source**: https://4ort.xyz/entity/spin-cgnn-improved-fixed-backbone-protein-design-with-contact-map-based-graph-construction-and-contact-graph-neural-netw