Andrea Bonetti
Publications
GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification
MLCAD, 2025 | Phuoc Pham, Arun Venkitaraman, Chia-Yu Hsieh, Andrea Bonetti, Stefan Uhlich*, Markus Leibl, Simon Hofmann, Eisaku Ohbuchi, Lorenzo Servadei, Ulf Schlichtmann, Robert Wille
Analog subcircuit identification is a core task in analog design, essential for simulation, sizing, and layout. Traditional methods often require extensive human expertise, rule-based encoding, or large labeled datasets. To address these challenges, we propose GENIE-ASI, the...
Schemato -- An LLM for Netlist-to-Schematic Conversion
MLCAD, 2025 | Ryoga Matsuo, Stefan Uhlich*, Arun Venkitaraman, Andrea Bonetti, Chia-Yu Hsieh, Ali Momeni, Lukas Mauch*, Augusto Capone, Eisaku Ohbuchi, Lorenzo Servadei
Machine learning models are advancing circuit design, particularly in analog circuits. They typically generate netlists that lack human interpretability. This is a problem as human designers heavily rely on the interpretability of circuit diagrams or schematics to intuitivel...