# Deep Learning Assisted End-to-End Synthesis of mm-Wave Passive Networks with 3D EM Structures: A Study on A Transformer-Based Matching Network

> Research article (2021 IEEE MTT-S International Microwave Symposium (IMS), 2021) · cited 21× · AI/ML

**Wikidata**: [openalex:W4285451629](https://www.wikidata.org/wiki/openalex:W4285451629)  
**Source**: https://4ort.xyz/entity/deep-learning-assisted-end-to-end-synthesis-of-mm-wave-passive-networks-with-3d-em-structures-a-study-on-a-transformer-b