Author

Xian-Zhang Ling

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Review Open access 2026

A Review of GPU-Accelerated Finite-Difference Numerical Simulation: Four-Phase Synthesis, Design Rules, and a Metrics Card

This review concludes that GPU-accelerated FDNS is now an end-to-end workflow problem requiring optimized stencil kernels, explicit numerical verification, transparent reporting, communication-aware orchestration, and reproducible treatment of precision, energy, and storage costs.

Jiaxiang Liu, Chengpu Peng, Xian-Zhang Ling · IEEE Access · 0 citations