# End-to-end learned single lens design using fast differentiable ray tracing

> Research article (Optics Letters, 2021) · cited 64× · AI/ML

**Wikidata**: [openalex:W3205979102](https://www.wikidata.org/wiki/openalex:W3205979102)  
**Source**: https://4ort.xyz/entity/end-to-end-learned-single-lens-design-using-fast-differentiable-ray-tracing