JuliaComputation VS MITgcm

Compare JuliaComputation vs MITgcm and see what are their differences.

JuliaComputation

Repository for Common Ground C25 (by mitmath)
automatic-differentiation climate-science gpu-acceleration Image processing Julia julia-language Machine Learning Optimization pluto-notebooks
Source Code
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MITgcm

M.I.T General Circulation Model master code and documentation repository (by MITgcm)
ocean-modelling mitgcm gfd automatic-differentiation data-assimilation exoplanets climate-science
Source Code
mitgcm.org
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JuliaComputation MITgcm
1 1
79 316
- 2.8%
9.0 8.7
5 months ago 3 days ago
Julia Fortran
- MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

JuliaComputation

Posts with mentions or reviews of JuliaComputation. We have used some of these posts to build our list of alternatives and similar projects.

MITgcm

Posts with mentions or reviews of MITgcm. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-12-21.
  • Greenland's glaciers are melting 100 times faster than estimated
    3 projects | /r/Futurology | 21 Dec 2022
    Observational data used in this study is available at Sutherland et al. (2019b) for the LeConte Bay, Straneo (2022) for Helheim glacier/Sermilik Fjord, and Rignot and Schulz (2022) for Store fjord. The plume model used in this study builds on code developed by Cowton et al. (2015) and is distributed from Tom Cowton through his publicly available github open-source site https://github.com/tcowton/iceplume and open-source MITgcm checkpoint 65m https://github.com/MITgcm/MITgcm/archive/checkpoint65m.zip. Our modifications made to the iceplume package are available at https://github.com/KikiSchulz/iceplume_mod.

What are some alternatives?

When comparing JuliaComputation and MITgcm you can also consider the following projects:

Enzyme.jl - Julia bindings for the Enzyme automatic differentiator

E3SM - Energy Exascale Earth System Model source code. NOTE: use "maint" branches for your work. Head of master is not validated.

RayTracer.jl - Differentiable RayTracing in Julia

Oceananigans.jl - 🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs

Zygote.jl - 21st century AD

lightcurve-of-the-day - Animated transit lightcurve posted once a day to twitter

ADCME.jl - Automatic Differentiation Library for Computational and Mathematical Engineering

iceplume

julia - The Julia Programming Language

iceplume_mod - Modification to the iceplume package by Tom Cowton, see GRL paper "An improved and observationally-constrained melt rate parameterization for vertical ice fronts of marine terminating glaciers" by Schulz, Nguyen, Pillar

Jupyter2Pluto.jl - Convert a Jupyter notebook to Pluto notebook (vice versa)

BeautifulAlgorithms.jl - Concise and beautiful algorithms written in Julia

JuliaComputation vs Enzyme.jl MITgcm vs E3SM JuliaComputation vs RayTracer.jl MITgcm vs Oceananigans.jl JuliaComputation vs Zygote.jl MITgcm vs lightcurve-of-the-day JuliaComputation vs ADCME.jl MITgcm vs iceplume JuliaComputation vs julia MITgcm vs iceplume_mod JuliaComputation vs Jupyter2Pluto.jl JuliaComputation vs BeautifulAlgorithms.jl