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Best distro for numerical simulations
I'm completely new to Linux, to be honest all I've ever used until now is Windows. I'm a physics student and I just started doing research in Astrophysics, a very important part of my research is programming numerical simulations that solve physics problems. I usually use C, C++, or MatLab. I've noticed that almost no one in the Astrophysics community uses Windows, so I decided to change to Linux. I can't make up my mind on which distribution to download. Are there any distributions that work better for the kind of work that I'll be doing, or should I just choose the one that looks better to me?