Are there design patterns or generalised approaches for particle simulations?
- by romeovs
I'm working on a project (for college) in C++.
The goal is to write a program that can more or less simulate a beam
of particles flying trough the LHC synchrotron.
Not wanting to rush into things, me and my team are thinking about how to implement this and I was wondering if there are general design patterns that are used to solve this kind of problem.
The general approach we came up with so far is the following:
there is a World that holds all objects
you can add objects to this world such as Particle, Dipole and Quadrupole
time is cut up into discrete steps, and at each point in time, for each Particle the magnetic and electric forces that each object in the World generates are calculated and summed up (luckily electro-magnetism is linear).
each Particle moves accordingly (using a simple estimation approach to solve the differential movement equations)
save the Particle positions
repeat
This seems a good approach but, for instance, it is hard to take into account symmetries that might be present (such as the magnetic field of each Quadrupole) and is this thus suboptimal.
To take into account such symmetries as that of the Quadrupole field, it would be much easier to (also) make space discrete and somehow store form of the Quadrupole field somewhere. (Since 2532 or so Quadrupoles are stored this should lead to a massive gain of performance, not having to recalculate each Quadrupole field)
So, are there any design patterns? Is the World-approach feasible or is it old-fashioned, bad programming? What about symmetry, how is that generally taken into acount?
