This work presents COmPOSER, an open-source, end-to-end framework for RF/mm-wave design automation that translates target specifications into optimized circuits with layouts. It unifies schematic synthesis, layout generation for actives and passives, and placement/routing, incorporating physics-based equations and machine-learning-driven electromagnetic models. Based on post-layout validation on multiple LNAs and PAs operating at up to 60GHz in a commercial 65nm process-kit, COmPOSER meets performance targets, comparable to expert manual designs, while delivering a 100-300x productivity gain. Github repo github[dot]com[slash]UMN-EDA[slash]COmPOSER
@article{arxiv.2603.20486,
title = {COmPOSER: Circuit Optimization of mm-wave/RF circuits with Performance-Oriented Synthesis for Efficient Realizations},
author = {Subhadip Ghosh and Surya Srikar Peri and Ramprasath S. and Sosina A. Berhan and Endalk Y. Gebru and Ramesh Harjani and Sachin S. Sapatnekar},
journal= {arXiv preprint arXiv:2603.20486},
year = {2026}
}
Comments
Accepted for publication in Proceedings of the ACM/IEEE Design Automation Conference 2026. 7 pages, 8 Figures, 4 Tables