Abstract: This paper presents a multi-objective parameter optimization system that integrates a large language model (LLM) with circuit simulation, targeting automated design tasks in power ...

AICircuit is a comprehensive multi-level dataset and benchmark for developing and evaluating ML algorithms in analog and radio-frequency circuit design. AICircuit comprises seven commonly used basic ...

Abstract: With the load growth and the power grid expansion, the problem of short-circuit current (SCC) exceeding the secure limit in large-scale power grids has become more serious, which poses great ...