# Large-scale graph-machine-learning surrogate models for 3D-flowfield prediction in external aerodynamics

> Research article (Advanced Modeling and Simulation in Engineering Sciences, 2024) · cited 16× · AI/ML

**Wikidata**: [openalex:W4393119731](https://www.wikidata.org/wiki/openalex:W4393119731)  
**Source**: https://4ort.xyz/entity/large-scale-graph-machine-learning-surrogate-models-for-3d-flowfield-prediction-in-external-aerodynamics