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25.3 AI-Enabled Design Space Discovery and End-to-End Synthesis for RFICs with Reinforcement Learning and Inverse Methods Demonstrating Mm-Wave/sub-thz PAs Between 30 and 120Ghz

Jonathan Zhou,Emir Ali Karahan,Sherif Ghozzy, Zheng Liu, Hossein Jalili,Kaushik Sengupta

IEEE International Solid-State Circuits Conference(2025)

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Key words
Design Space,Broadband,Optimal Parameters,Iterative Process,Output Power,Reward Function,Supply Voltage,Response Shift,Iterative Design,Electromagnetic Simulation,Circuit Parameters,Performance Space,Topology Optimization,Matching Network,Architecture Parameters,Class Of Operators,Transistor Size,Iterative Design Process,Soft Targets,Proximal Policy Optimization
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