# Deep learning accelerates the development of Ni-based single crystal superalloys: A physical-constrained neural network for creep rupture life prediction

> Research article (Materials & Design, 2023) · cited 31× · AI/ML

**Wikidata**: [openalex:W4384700376](https://www.wikidata.org/wiki/openalex:W4384700376)  
**Source**: https://4ort.xyz/entity/deep-learning-accelerates-the-development-of-ni-based-single-crystal-superalloys-a-physical-constrained-neural-network-f