The 5 Ultimate Scientific Linux Distributions

Ivana Isadora Devcic 06-05-2015

Time for a pop quiz: what are scientific Linux distributions?


The answer is rather obvious: while most Linux distributions are general-purpose, some specialized ones come bundled with certain types of software. For example, there are media center distributions 5 Great Linux Media Center Distributions To Transform Your TV Read More , those that turn your computer into a multimedia production studio, and even a few religious distros The Most Interesting Religious Distros for Linux The creativity and freedom of the Linux platform allows any developer to explore their own beliefs, whilst providing others with an operating system preloaded with the best religious observance tools Linux has to offer. Read More . Knowing that, it shouldn’t surprise you that scientific Linux distros exist. After all, the history of Linux Penguin Origins: The History of Linux [Geek History] There's virtually no place you can go without being in contact with Linux - it powers everything from regular computers to the most powerful servers to our handheld mobile devices. Most people who aren't techies... Read More began in research labs, and today Linux powers the servers Linux Is Everywhere: 10 Things You Didn't Know Were Penguin-Powered If you think the world rests on Windows, think again. Linux plays a crucial role in keeping our world going. Read More and workstations of the world’s biggest research organizations.


Simply put, scientific distros offer pre-installed software for various research purposes. Of course, you can transform your regular Ubuntu into a scientific distro by installing those same apps, but the point of such distributions is to avoid hunting for individual applications. Instead, they provide a quick way to deploy Linux in research facilities, educational institutions, and on personal computers of students and science-curious users. If you’re among the latter, here are five great scientific distros to consider.

1. Bio-Linux


This green-colored distro is aimed at scientists who work in bioinformatics — an interdisciplinary field that combines molecular biology and genetics with statistics and analysis methods from computer science. Developed at the Environmental Omics Synthesis Centre in the UK, Bio-Linux is supported and funded by the Centre for Ecology & Hydrology (CEH) and Natural Environment Research Council (NERC).


It’s an Ubuntu-based distribution available for 64-bit systems only, and it offers two desktop environments: Unity as default and MATE as a lightweight alternative A Review of MATE: Is It a True GNOME 2 Replica for Linux? The world of Linux desktop environments has dramatically changed since then. Gnome 3 was born, Gnome 2 was essentially thrown to the side, Gnome 3 was forked to create Cinnamon, and so on. However, Gnome... Read More . The latest version (8.0.5) guarantees long-term support thanks to its Ubuntu 14.04 core. Bio-Linux 8 packs literally hundreds of bioinformatics tools, both command-line and graphical. To help you get started, Bio-Linux offers a PDF guide.

Software Highlights: Artemis, a DNA sequence viewer and annotation app; Galaxy, a browser-based biomedical research platform; Fasta, for searching DNA and protein databases; Mesquite, for evolutionary biology; njplot, for drawing phylogenetic trees, and Rasmol, for visualizing macromolecules. If you want to install packages from Bio-Linux on your Ubuntu-based system, you can simply add their repositories.

Bio-Linux is available for free as a Live image and as an OVA file in case you want to run it in VirtualBox.

Alternative: BioSLAX, a Slackware-based scientific distribution focused on bioinformatics and developed at the National University of Singapore.


2. Poseidon Linux


Like Bio-Linux, Poseidon Linux also has a color scheme: gentle blue tones that match its marine name. The branding was inspired by oceanologists who work on the project, but Poseidon Linux is not for just one branch of science. Instead it offers a wide range of tools, from 2D and 3D visualization, genetics, and programming apps to support for statistics, numerical modeling and mapping.

Poseidon Linux is the result of a transatlantic cooperation between the Rio Grande Federal University in Brazil and the MARUM Institute in Germany. The current stable version (4.0) is lagging behind the times, since it’s based on Ubuntu 10.04. However, Poseidon 5.0 is in development, and it promises long-term support (relying on Ubuntu 12.04) and Unity as the default desktop environment — a welcome upgrade from the old GNOME 2.30 which comes with Poseidon 4.0.

Software Highlights: Lab Plot, for interactive graphing and data analysis; QCAD, for 2D drawing; Blender, for 3D modelling, and QGIS, a complete geographic information system.


You can download Poseidon Linux for free in both 32- and 64-bit editions.

Alternative: If you only need geography and mapping tools, try OSGeo, a Lubuntu-based product of the Open Source Geospatial Foundation.

3. CAElinux [No Longer Available]


The clue is in the name: CAE stands for Computer-Aided Engineering, and this scientific distro is perfect for anyone who works with CAD, modelling, prototyping, 3D printing, and physics simulations. Developed in Switzerland, CAElinux is based on Xubuntu 12.04 and requires a 64-bit system. It doesn’t offer any desktop flavors apart from Xfce, but its software selection is impressive.


Software Highlights: Salome, for 3D CAD and meshing; GMSH, for geometry modelling; Scilab, for mathematical programming; Paraview, for 3D visualization; ImageJ, for image processing and analysis, and Elmer, for complex physical models.

CAElinux is available as a Live DVD image for free, or you can order a physical copy at an affordable price.

Alternative: If you don’t need all the advanced engineering software and just want some 3D modelling and animation tools, try ArtistX, which we covered in detail ArtistX: The Linux Distribution Tailored For Any Artist, Whether Graphical or Musical Read More .

4. Scientific Linux


After all these *buntu-based distros, Scientific Linux is a true combo-breaker: it’s a rebuild of Red Hat Enterprise Linux. Latest version (7.1, codenamed Nitrogen) came out just recently, in three flavors—KDE, GNOME, and IceWM 8 Great Alternative Desktop Managers For Linux Read More —for 64-bit systems only. However, its base is not the only thing that makes Scientific Linux stand out. Unlike other distros which are brimming with scientific software, Scientific Linux offers only a basic set of apps. What a sneaky, misleading distro!

Well, not really. Scientific Linux is, in fact, developed by scientists at the Fermi National Accelerator Laboratory and the European Organization for Nuclear Research (CERN). While it doesn’t offer many scientific applications by default, there are dozens readily available in the repositories. With codecs and wireless support out-of-the-box, Scientific Linux is a great choice for a scientific environment in which everything is expected to function without too much tinkering. Users can install only the software they need, so their system won’t be cluttered with apps they’ll never even open.

Software Highlights: PostgreSQL and MySQL, for databases and application development; GNU Emacs text editor; R programming language; Frysk, for system analysis and monitoring, and gnuplot, for plotting mathematical expressions. (Note that some of these apps won’t be installed by default, but you can grab them from the repositories.)

Scientific Linux can be downloaded as a Live DVD image.

Alternative: The developers of Scientific Linux encourage the creation of “spins” or builds based on their project. One such distro is Fermi Linux; a good, security-focused option for those who want to run Scientific Linux on a 32-bit system.

5. Fedora Scientific


This Fedora spin represents the middle ground between a highly specialized and an ordinary Linux distribution. As such, it’s great for researchers and students of all scientific backgrounds, although it slightly leans in favor of numerical-based research. The default desktop environment is KDE, and Fedora Scientific is available for both 32-bit and 64-bit architectures. It’s developed by Amit Saha with the support of Fedora Science and Technology SIG. Beautiful online documentation will introduce you to Fedora Scientific and guide you through its software selection.

Software Highlights: Maxima, a complete algebra suite; LaTeX, for creating documents and presentations; Mayavi, for 3D data visualization, and the version control Not Just For Coders: Top Version Control Systems For Writers The mention of version control or revision control makes it seem like something for geeks. You will be surprised to know that version control systems have their place not only in academic writing but in... Read More trifecta: git, Mercurial, and Subversion.

You can download Fedora Scientific Live DVD either via direct download or as a torrent.

Alternative: If you’re looking for a user-friendly scientific distribution that’s focused on mathematics, Mathbuntu is a fine replacement for Fedora Scientific. It’s available as a standalone distribution or as a set of packages for your current Ubuntu installation.

Regardless of which scientific field you’re interested in, you should be able to pick a suitable distribution from this list. Now, back to that pop quiz—what is your favorite scientific Linux distribution? Can you name any other similar distributions that deserve a place on this list? Do your homework and share your recommendations in the comments.

Image Credits: Featured image, Nagios based Monitoring wall in the NOC via Flickr by Docklandsboy, Poseidon screenshot, CAElinux screenshot, Scientific Linux via Wikimedia Commons, Fedora Scientific screenshot.

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  1. JenSz
    April 2, 2019 at 5:01 pm

    If you had to choose one in the list blindly, your best bet is Fedora Scientific Spin, for two reasons: 1). it is more general its its science content, with a variety of apps for many different fields. The default install gives you HUGE number of tools, considering the size of the ISO. Second, Fedora provides the most up-to-date packages, so you are getting very recent libraries and software.

    The one I would specifically avoid for any use is Scientific Linux. It is specialized for the CERN environment, and packages are very old, due to the base being Red Hat enterprise distro. I mean.. RHEL's default install for Python is still the 2.x series...

  2. Dražen
    December 6, 2016 at 10:24 am

    Thanks for this nice overview!

    A search for CAELinux has brought me to your page, after a colleague mentioned there was such distribution.
    Regarding the similar stuff, I am not aware of missing scientific distributions, but I use Ubuntu Studio for some music and video stuff. If you did not reviewed it jet, you might want to take a look, it is interesting as it should have very low latency which is not easy to tweak on standard distributions. Anyway, glad to know you, regards from Zagreb, Croatia :-)

  3. philipkigo
    July 5, 2016 at 8:52 pm

    I would have to say opensuse leap, then you load your scientific stuff from science repositories, in my case when working with R, i found it to be the only distro (i may be wrong) that offers daily upstream patches of R using their R patched repos. Fedora comes second.

  4. Karl Kramer
    April 1, 2016 at 8:50 am

    I use Scientific Linux CERN 6 Non-PAE / i386.

    It's installation starts from CD
    and switches to web