# Integration of persistent Laplacian and pre-trained transformer for protein solubility changes upon mutation

> Research article (Computers in Biology and Medicine, 2024) · cited 18× · AI/ML

**Wikidata**: [openalex:W4388092799](https://www.wikidata.org/wiki/openalex:W4388092799)  
**Source**: https://4ort.xyz/entity/integration-of-persistent-laplacian-and-pre-trained-transformer-for-protein-solubility-changes-upon-mutation