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What is the point of approximate Large Scale Structure simulation with neural networks?

People use N-body simulations to compute Large Scale Structure (LSS). To use this method you need to make assumptions about the underlying physics, e.g. the parameters of the Universe expansion, the ...
dust's user avatar
  • 153
7 votes
1 answer
557 views

Large scale structure/Single galaxy simulation on GPU

I noticed that most of the tools for cosmological simulation (e.g. large scale structure or single galaxy evolution) are based on GADGET. It only allows to use CPU. Why not GPU? What is the main ...
dust's user avatar
  • 153
3 votes
1 answer
64 views

RAMSES fine multigrid Poisson solver fails to converge?

I am working on setting up N-body simulations of galaxy mergers. The initial conditions are generated from the DICE code, and looking at them, they seem very realistic. Unfortunately, when I let ...
BooleanDesigns's user avatar
5 votes
1 answer
2k views

What is Gravitational softening length?

I was reading the Aquarius simulation preprint (Springel et al. 2008) The Aquarius Project: the subhalos of galactic halos as a reference for my internship. I came across the term Gravitational ...
Sriram Ramaswamy's user avatar
3 votes
0 answers
35 views

Mass resolution in cosmological simulations [duplicate]

I've been reading papers about different cosmological simulations and they all talk about the "mass resolution" of those. Can someone please explain what does "mass resolution" ...
schrodingal's user avatar
4 votes
1 answer
94 views

How to locate helpful and instructive books and resources about numerical methods in cosmology?

I am interested in the hydrodynamical and N-body simulations, and I want to use simulation results to examine the theoretical models. Hence I am searching for some helpful and instructive books and ...
Wang Yun's user avatar
  • 451
2 votes
0 answers
54 views

What are the one-dimensional observables that can reveal the matter clustering properties of the Universe?

As we all know, the distribution of galaxies, which depend on the spatial coordinates, can help us understand the large-scale structure of the Universe. We can measure the distribution of galaxies ...
Wang Yun's user avatar
  • 451
0 votes
1 answer
93 views

Would it be a good idea to dockerize softwares in order to conduct hands-on tutorial sessions? [closed]

I am going to organize a tutorial in which I intend to train students on semi numerical simulations for reionization. Is it a good idea to supply use Docker to supply the codes? What do you think ...
Yami's user avatar
  • 89
2 votes
1 answer
121 views

Why is the boundary of friends-of-friends (FOF) halo corresponding to iso-density contour?

The friends-of-friends algorithm (hereafter FOF) is commonly used to find halos in cosmological simulations. (For more information, please refer to here and here) I found that some literature argues ...
Wang Yun's user avatar
  • 451
12 votes
2 answers
3k views

Why do people choose 0.2 as the value of linking length in the friends-of-friends algorithm?

The friends-of-friends algorithm (hereafter FOF) is commonly used to find halos in cosmological simulations. And FOF depends on only one parameter, linking length, $l_\mathrm{link}=b \left(\frac{V_u}{...
Wang Yun's user avatar
  • 451
4 votes
2 answers
878 views

'Little h' usage in cosmological simulations

I am running a cosmological simulation and am having some trouble putting things into code units. The physical distance units in my simulation are in terms of $\text{Mpc/h}$, where $h$ is the ...
gabe's user avatar
  • 141
3 votes
1 answer
407 views

Difference between 3D real space and 3D redshift space?

With regards to cosmological simulations (e.g., N-body dark matter only simulations), I've seen people talk about the positions of objects (halos, galaxies) in the simulation in terms of 3D real space ...
quantumflash's user avatar
2 votes
1 answer
488 views

Mass resolution

Can someone define mass resolution in terms of cosmological simulations such as the millennium simulation? Is it just the smallest mass that a dark matter particle can have and still be detected by ...
user's user avatar
  • 21