PDNNet: PDN-Aware GNN-CNN Heterogeneous Network for Dynamic IR Drop Prediction

2024/03/31 by Yuxiang Zhao, Zhuomin Chai, Xun Jiang +3

paper · doi:10.1109/tcad.2024.3509796

crossref created 2024/11/29 · crossref issued 2025/06/01 · crossref published 2025/06/01 · crossref published-print 2025/06/01 · crossref deposited 2025/11/21 · crossref indexed 2026/08/05

Citations

• MAVIREC: ML-Aided Vectored IR-DropEstimation and Classification
• Efficient Semantic Image Synthesis via Class-Adaptive Normalization
• Thermal and IR Drop Analysis Using Convolutional Encoder-Decoder Networks
• PowerNet: Transferable Dynamic IR Drop Estimation via Maximum Convolutional Neural Network
• StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation
• Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations
• Image-to-Image Translation with Conditional Adversarial Networks