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Updated: Sep 4, 2025

Fabrication, Operation and Flow Visualization in Surface-acoustic-wave-driven Acoustic-counterflow Microfluidics
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Fluid Simulations Accelerated With 16 Bits: Approaching 4x Speedup on A64FX by Squeezing ShallowWaters.jl Into

Milan Klöwer1, Sam Hatfield2, Matteo Croci3

  • 1Atmospheric, Oceanic and Planetary Physics University of Oxford Oxford UK.

Journal of Advances in Modeling Earth Systems
|July 22, 2022
PubMed
Summary

This study demonstrates that using 16-bit floating-point (Float16) arithmetic on the Fugaku supercomputer can significantly accelerate Earth-system simulations. Researchers achieved speedups up to 3.8x by optimizing fluid circulation models for lower precision, making computations faster and more efficient.

Keywords:
climate modelsfloating‐point numbershardware accelerationlow precisionrounding errors

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