Author

Dong-Jin Xin

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Open access Oct 2026

S-Parameter-to-Impedance Conversion for High-Speed PCBs and Via-Breakout Optimization

This study combines mixed-mode frequency-domain analysis over 0.005–4.000 GHz with a separate 4 Gb/s QuickEye comparison of conventional and near-via P/N compensation layouts. The four-port SIwave export shows the lowest sampled differential reflection at 1.134899 GHz and a selected local minimum at 2.950808 GHz. At th...

Xiu-Chuan Shi, Dong-Jin Xin, Chao-Wei Zhao et al. · Applied Sciences · 0 citations

Open access Sep 2026

Budget-Constrained Multi-Stage Search for Deep Learning Deployment Configurations on Ascend 310B Edge NPU

Deploying deep learning models on edge neural processing units (NPUs) requires selecting multiple compilation and runtime parameters. Exhaustive evaluation is costly, so high-quality configurations must be found within a limited hardware evaluation budget. We propose a budget-constrained, multi-stage search method for...

Yi-Chang Cao, Dong-Jin Xin · Applied Sciences · 0 citations