# Enhancing Adjoint Optimization-Based Photonic Inverse Design with Explainable Machine Learning

> Research article (ACS Photonics, 2022) · cited 37× · AI/ML

**Wikidata**: [openalex:W4229071857](https://www.wikidata.org/wiki/openalex:W4229071857)  
**Source**: https://4ort.xyz/entity/enhancing-adjoint-optimization-based-photonic-inverse-design-with-explainable-machine-learning