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GPU-accelerated N-Body particle simulator with visualizer

Project description

# nBody

### A GPU-accelerated N-body particle simulator and animator

Create complex particle simulations the easy way: a high-level package for designing and simulating large-scale particle interactions. Let nBody do the hard work for you!

## Features

Easy to use – and fast – nBody can simulate:

  • Gravitational acceleration
  • Coulomb interactions
  • Particle collisions

nBody is highly optimized:

Animated [`matplotlib`]( “Matplotlib”) visualizations included for 2-D simulations. 3-D animations are also supported through the use of [`vpython`]( “VPython”).

## Quick-Start

Using `numpy` arrays, you will need:

  • An initial position array `x` with shape `(N,p)`
    • N is the number of particles
    • p is the number of dimensions
  • An initial velocity array `v` with shape `(N,p)`
  • An array of masses `m```with shape ```(N,)`
  • An array of charges `q` with shape `(N,)`
  • An array of radii `r` with shape `(N,)`

A possible configuration is as follows:

import numpy as np x = np.random.normal(0, 10, (N,p)) # Positions v = np.random.normal(0, 2, (N,p)) # Velocities m = np.random.normal(8, 1, (N, )) # Masses q = np.random.normal(0, 1E-6, (N, )) # Charges r = np.random.normal(1, 0.1, (N, )) # Radii

m[m < 0] = np.abs(m[m < 0]) m[m == 0] = 1E-3

Next, pass these arrays in the given order to the `spheres` function, so as to create a new instance `S` of class `System` with the above conditions.

from nbody import * S = spheres(x, v, m, q, r)

After selecting a simulation runtime `T` and (optional) time-step `dt`, use the `solve` method to calculate the particles’ trajectories.

S.solve(T, dt)

If the system is 2-D such that `p == 2`, an animation can be created and saved to file; here, the filename `quick_start` is chosen, and will produce a file `animations/quick_start.mp4`.

animate(S, “quick_start”)

If the system is 3-D such that `p == 3`, animations can be created but not saved to file – simply omit the string argument shown above, and no warnings will be raised.

Once the `solve` method has been called, it is also possible to save the `System` instance to file; in this case, the data will be saved to a directory `saved/quick_start`.

save(S, “quick_start”)

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