IEEE

PV Arc Fault Circuit Interrupter with Knowledge Distillation-Based Lightweight Convolutional Neural Network and SSCB Integration

Abstract: DC arc faults in photovoltaic systems pose serious safety risks, including fire hazards and power disruption, making accurate and timely detection essential. This article presents PArcNet, a ...
IEEE

HGPplace: Hierarchical Chip Layout Optimization Combining Graph Convolutional Networks and Polygon-Aware Placement

Abstract: Since the advent of Electronic Design Automation (EDA) in integrated circuit (IC) design, layout optimization has become a critical factor in determining chip performance, power consumption, ...