3 papers
eess.SY2026
AaLLM: An End-to-End Analog Circuit Design Framework from Topology Generation to Sizing Using Large Language Models
Mohammed Ayman Habib, Rylan Hart, Morteza Fayazi
Analog circuit design is a time-consuming, iterative process in a nonlinear and high-dimensional design space that relies heavily on expert intuition. Among recent developments, LL…
eess.SY2026
ORACLE: A Multi-Objective Reinforcement Learning-Based Analog Circuit Design Optimizer with Large Language Models-Guided Exploration
Osei Brempong, Mohammed Ayman Habib, Vivan Poddar +1
Analog circuit design automation using reinforcement learning (RL) has emerged as a promising approach for reducing manual effort. However, many existing RL-based methods focus on…
cs.LG2026
SINA: A Fully Automated Circuit Schematic Image to Netlist Generator Using Artificial Intelligence
Saoud Aldowaish, Yashwanth Karumanchi, Kai-Chen Chiang +4
Recent advances in Artificial Intelligence (AI) have revolutionized Electronic Design Automation (EDA), particularly through Large Language Models (LLMs) for circuit design tasks.…