MAGNet fuses a multi-scale, attention-enhanced U-Net with a tile-based graph network for DRC hotspot prediction and reports lower false positives on CircuitNet, though the reported metrics are internally inconsistent.
DRC Violation Prediction After Global Route Through Convolutional Neural Network,
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MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection
MAGNet fuses a multi-scale, attention-enhanced U-Net with a tile-based graph network for DRC hotspot prediction and reports lower false positives on CircuitNet, though the reported metrics are internally inconsistent.