# Surface quality prediction and quantitative evaluation of process parameter effects for 3D printing with transfer learning-enhanced gradient-boosting decision trees

> Research article (Expert Systems with Applications, 2023) · cited 27× · AI/ML

**Wikidata**: [openalex:W4386575216](https://www.wikidata.org/wiki/openalex:W4386575216)  
**Source**: https://4ort.xyz/entity/surface-quality-prediction-and-quantitative-evaluation-of-process-parameter-effects-for-3d-printing-with-transfer-learni