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Sun Yat-Sen University
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By reformulating particle-in-cell simulations for matrix processing units and co-designing compute, layout, and communication, POLAR-PIC achieves up to 10.9x speedups and maintains 67.5% weak scaling efficiency on over 2 million cores, outperforming GPU-optimized baselines.
