# DeepM&Mnet for hypersonics: Predicting the coupled flow and finite-rate chemistry behind a normal shock using neural-network approximation of operators

> Research article (Journal of Computational Physics, 2021) · cited 134× · AI/ML

**Wikidata**: [openalex:W3201460085](https://www.wikidata.org/wiki/openalex:W3201460085)  
**Source**: https://4ort.xyz/entity/deepm-amp-mnet-for-hypersonics-predicting-the-coupled-flow-and-finite-rate-chemistry-behind-a-normal-shock-using-neural-