# GRIDS-Net: Inverse shape design and identification of scatterers via geometric regularization and physics-embedded deep learning

> Research article (Computer Methods in Applied Mechanics and Engineering, 2023) · cited 20× · AI/ML

**Wikidata**: [openalex:W4381615746](https://www.wikidata.org/wiki/openalex:W4381615746)  
**Source**: https://4ort.xyz/entity/grids-net-inverse-shape-design-and-identification-of-scatterers-via-geometric-regularization-and-physics-embedded-deep-l