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cs.LG2026
TARGet: Topology-Aware Fusion-based Radio Frequency Circuit Functional Modeling using Graph Neural Networks
Soroosh Noorzad, Sebastian Bodero, Morteza Fayazi
Automatic synthesis of analog and Radio Frequency (RF) circuits is an emerging area that requires an efficient circuit modeling method. In recent years, Machine Learning (ML) solut…
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.…
cs.LG2025
MuaLLM: A Multimodal Large Language Model Agent for Circuit Design Assistance with Hybrid Contextual Retrieval-Augmented Generation
Pravallika Abbineni, Saoud Aldowaish, Colin Liechty +3
Conducting a comprehensive literature review is crucial for advancing circuit design methodologies. However, the rapid influx of state-of-the-art research, inconsistent data repres…