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.
Pin Accessibility and Routing Congestion Aware DRC Hotspot Prediction Using Graph Neural Network and U -Net,
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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.