# End‐to‐end design of metasurface‐based complex‐amplitude holograms by physics‐driven deep neural networks

> Research article (Nanophotonics, 2022) · cited 30× · AI/ML

**Wikidata**: [openalex:W4229442168](https://www.wikidata.org/wiki/openalex:W4229442168)  
**Source**: https://4ort.xyz/entity/endtoend-design-of-metasurfacebased-complexamplitude-holograms-by-physicsdriven-deep-neural-networks