# Physics-constrained and flow-field-message-informed graph neural network for solving unsteady compressible flows

> Research article (Physics of Fluids, 2024) · cited 11× · AI/ML

**Wikidata**: [openalex:W4395667639](https://www.wikidata.org/wiki/openalex:W4395667639)  
**Source**: https://4ort.xyz/entity/physics-constrained-and-flow-field-message-informed-graph-neural-network-for-solving-unsteady-compressible-flows