# Predicting nonlinear optical scattering with physics-driven neural networks

> Research article (APL Photonics, 2023) · cited 19× · AI/ML

**Wikidata**: [openalex:W4318823899](https://www.wikidata.org/wiki/openalex:W4318823899)  
**Source**: https://4ort.xyz/entity/predicting-nonlinear-optical-scattering-with-physics-driven-neural-networks