# Coupling 1D xRAGE simulations with machine learning for graded inner shell design optimization in double shell capsules

> Research article (Physics of Plasmas, 2021) · cited 24× · AI/ML

**Wikidata**: [openalex:W4200582779](https://www.wikidata.org/wiki/openalex:W4200582779)  
**Source**: https://4ort.xyz/entity/coupling-1d-xrage-simulations-with-machine-learning-for-graded-inner-shell-design-optimization-in-double-shell-capsules
