# Efficient inverse design and spectrum prediction for nanophotonic devices based on deep recurrent neural networks

> Research article (Nanotechnology, 2021) · cited 25× · AI/ML

**Wikidata**: [openalex:W3089017028](https://www.wikidata.org/wiki/openalex:W3089017028)  
**Source**: https://4ort.xyz/entity/efficient-inverse-design-and-spectrum-prediction-for-nanophotonic-devices-based-on-deep-recurrent-neural-networks