# Deep learning-enabled framework for automatic lens design starting point generation

> Research article (Optics Express, 2021) · cited 71× · AI/ML

**Wikidata**: [openalex:W3118966588](https://www.wikidata.org/wiki/openalex:W3118966588)  
**Source**: https://4ort.xyz/entity/deep-learning-enabled-framework-for-automatic-lens-design-starting-point-generation