Fluid Simulations Accelerated With 16 Bits: Approaching 4x Speedup on A64FX by Squeezing ShallowWaters.jl Into Float16
Author:
Affiliation:
1. Atmospheric, Oceanic and Planetary Physics University of Oxford Oxford UK
2. European Centre for Medium‐Range Weather Forecasts Reading UK
3. Mathematical Institute University of Oxford Oxford UK
Funder
Royal Society
Publisher
American Geophysical Union (AGU)
Subject
General Earth and Planetary Sciences,Environmental Chemistry,Global and Planetary Change
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1029/2021MS002684
Reference65 articles.
1. Energy Conserving and Potential-Enstrophy Dissipating Schemes for the Shallow Water Equations
2. The digital revolution of Earth-system science
3. A digital twin of Earth for the green transition
4. Julia: A Fresh Approach to Numerical Computing
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