# 3D EM data driven surrogate based design optimization of traveling wave antennas for beam scanning in X-band: an application example

> Research article (Wireless Networks, 2022) · cited 16× · AI/ML

**Wikidata**: [openalex:W4220697360](https://www.wikidata.org/wiki/openalex:W4220697360)  
**Source**: https://4ort.xyz/entity/3d-em-data-driven-surrogate-based-design-optimization-of-traveling-wave-antennas-for-beam-scanning-in-x-band-an-applicat