论文信息 - Oceananigans.jl: Fast and friendly geophysical fluid dynamics on GPUs

Oceananigans.jl: Fast and friendly geophysical fluid dynamics on GPUs

Oceananigans.jl is a fast and friendly software package for the numerical simulation of incompressible, stratified, rotating fluid flows on CPUs and GPUs. Intended for wide use, it is simple enough to be used for educational purposes yet fast and flexible enough for research use. It is being developed as part of the Climate Modeling Alliance project for the simulation of small-scale ocean physics at high-resolution that affect the evolution of Earth’s climate.

[1] John D. Hunter,et al. Matplotlib: A 2D Graphics Environment , 2007, Computing in Science & Engineering.

[2] Tim Besard,et al. Effective Extensible Programming: Unleashing Julia on GPUs , 2017, IEEE Transactions on Parallel and Distributed Systems.

[3] L. Perelman,et al. A finite-volume, incompressible Navier Stokes model for studies of the ocean on parallel computers , 1997 .

[4] Alan Edelman,et al. Julia: A Fresh Approach to Numerical Computing , 2014, SIAM Rev..

[5] Andreas Matzarakis,et al. Overview of the PALM model system 6.0 , 2020 .

[6] K. Thyng,et al. True Colors of Oceanography: Guidelines for Effective and Accurate Colormap Selection , 2016 .

[7] Keaton J. Burns,et al. Dedalus: A flexible framework for numerical simulations with spectral methods , 2019, Physical Review Research.

[8] Chris Blanton,et al. The GFDL Global Ocean and Sea Ice Model OM4.0: Model Description and Simulation Features , 2019, Journal of Advances in Modeling Earth Systems.