# Deep Neural Networks for Rapid Simulation of Planar Microwave Circuits Based on Their Layouts

> Research article (IEEE Transactions on Microwave Theory and Techniques, 2022) · cited 30× · AI/ML

**Wikidata**: [openalex:W4308224179](https://www.wikidata.org/wiki/openalex:W4308224179)  
**Source**: https://4ort.xyz/entity/deep-neural-networks-for-rapid-simulation-of-planar-microwave-circuits-based-on-their-layouts
