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

翻译：本文提出了COmPOSER——一个用于射频/毫米波设计自动化的开源端到端框架，可将目标规格转化为带版图的优化电路。该框架统一了原理图综合、有源/无源器件版图生成及布局布线，融合了基于物理的方程与机器学习驱动的电磁模型。基于商用65nm工艺套件中工作频率高达60GHz的多个LNA和PA的后版图验证结果，COmPOSER在满足性能指标的同时（结果可与专家手工设计媲美），实现了100-300倍的生产效率提升。GitHub仓库：github[dot]com[slash]UMN-EDA[slash]COmPOSER