# Physics-driven tandem inverse design neural network for efficient optimization of UV–Vis meta-devices

> Research article (Applied Surface Science Advances, 2023) · cited 15× · AI/ML

**Wikidata**: [openalex:W4388793389](https://www.wikidata.org/wiki/openalex:W4388793389)  
**Source**: https://4ort.xyz/entity/physics-driven-tandem-inverse-design-neural-network-for-efficient-optimization-of-uvvis-meta-devices