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Questions tagged [simulation]

Simulation is the process of mimicking the behaviour of a real physical process or system using a representative model.

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29 votes
7 answers
3k views

Where do the laws of quantum mechanics break down in simulations?

As someone who holds a BA in physics I was somewhat scandalized when I began working with molecular simulations. It was a bit of a shock to discover that even the most detailed and computationally ...
tel's user avatar
  • 1,370
18 votes
5 answers
3k views

Parallel Scientific Computation Software Development Language?

I want to develop a parallel scientific computation software from scratch. I want some thoughts on which language to start. The program involves reading/writing data to txt files and doing heavy ...
electrique's user avatar
16 votes
3 answers
8k views

What are the advantages and disadvantages of the particle decomposition and domain decomposition parallelization algorithms?

I am running molecular dynamics (MD) simulations using several software packages, like Gromacs and DL_POLY. Gromacs now supports both the particle decomposition and domain decomposition algorithms. ...
Andrew's user avatar
  • 701
15 votes
3 answers
766 views

What guidelines should I follow for simulation software projects?

I am not sure whether this question belongs here, but I would like to give it a try and benefit from the experience of the people at scicomp.SE. From my experience, the software quality in ...
carlosvalderrama's user avatar
14 votes
1 answer
2k views

Conserving Energy in Physics Simulation with imperfect Numerical Solver

I am creating a C++ Physics Simulation where I need to move an rigid body through an acting force field. Problem: simulation does not conserve energy. Quesiton: abstractly, how is conservation of ...
akarshkumar0101's user avatar
12 votes
4 answers
542 views

Arbitrary Accuracy Scalable Rope Simulation

I am trying to simulate a rope object. The formulation I understand is an array of particles, connected by springs. These springs have very large k-values, so that the line deforms, but stretches ...
geometrian's user avatar
10 votes
3 answers
909 views

Maximizing unknown noisy function

I'm interested in maximizing a function $f(\mathbf \theta)$, where $\theta \in \mathbb R^p$. The problem is that I don't know the analytic form of the function, or of its derivatives. The only thing ...
Jugurtha's user avatar
  • 707
10 votes
5 answers
3k views

Fourier pseudo-spectral method and numerical dissipation

Performing a direct numerical simulation of isotropic turbulence with Fourier pseudo-spectral method (Orzag & Patterson, PRL, 1972) using FFT. For a background of the method, which is widely used ...
ucsky's user avatar
  • 419
10 votes
2 answers
479 views

Why do the shape of finite elements matter?

I have used FEA for a couple of years now, but using it and using it correctly are two different things, safety factor is not the solution to everything. I have the feeling I won't be using it right ...
Mister Mystère's user avatar
10 votes
1 answer
1k views

Boundary conditions in fluid simulation

I'm working on a 2D fluid sim using vortex particles/"vortons" as described in Fluid Simulation for Video Games. Which I think is the same things as the "discrete vortex method". ...
Jay Lemmon's user avatar
9 votes
3 answers
2k views

What are the differences between CFD simulations and realistic ocean/atmosphere model simulations?

The field of computational fluid dynamics (CFD) is dedicated to solving the Navier-Stokes equations (or some simplification of them). A subset of CFD, ocean and atmospheric models numerically solve ...
arkaia's user avatar
  • 201
9 votes
5 answers
1k views

Is Discrete Exterior Calculus currently a focusing point in numerial computing world or simulation in industry,

I am just wondering if Discrete Exterior Calculus, as a new numerical method , is good at numericall solving problems in elasticity, fluids or other physical/real area.
user5226's user avatar
9 votes
1 answer
2k views

How to find Lyapunov exponent for coupled system

Answer gives a software for calculating conditional Lyapunov exponent (CLE) for coupled oscillators in chaos synchronization. However, it is hard to follow and there is no graphical output of the ...
Priya M's user avatar
  • 91
8 votes
4 answers
3k views

Is CFD used in animations / movies / art?

This is not a technical question, and is asked just out of curiosity. Are computational fluid dynamics (CFD) simulations used in animation movies? (something like shallow water equations, explosion ...
Subodh's user avatar
  • 1,460
8 votes
4 answers
221 views

Removing non-determinism from molecular dynamics code

I've been looking through the other answers, and I haven't found a good answer yet. I'll describe the simulation I am running, and then the problems. The program simulates particles undergoing ...
NuclearAlchemist's user avatar
8 votes
3 answers
261 views

How to estimate the impact of small scale on large scale in fluid dynamics?

Assuming that a direct numerical simulation is performed, what is a good method for estimate the impact of small scale on large scale in fluid dynamics ? For example is it pertinent to compare two run ...
ucsky's user avatar
  • 419
8 votes
2 answers
1k views

How to solve the stiff equation in this Restricted Three Body Problem numerically?

I've come across a stiff equation in solving the Circular Restricted Three Body Problem. [An object is moving considering the effect of the gravitational forces caused by two gravitational sources ...
Fin_de_Siecle's user avatar
8 votes
1 answer
219 views

What scientific problems can be simulated that couldn’t be simulated 10 years ago?

What scientific problems can be simulated with computers that couldn’t be simulated 10 years ago? I’m particularly interested in cutting-edge scientific simulations, which wouldn’t have been possible ...
Neil's user avatar
  • 181
8 votes
1 answer
204 views

Efficient Gravitational Field Implementation

I asked a similar question on physics.stackexchange, being ignorant about this website. I am basically looking for an efficient way to implement gravitational fields. I have a huge 2D space, with ...
Jeroen's user avatar
  • 181
7 votes
1 answer
2k views

What is the scaling or order of molecular dynamics (MD) simulations?

Often in computational science, we talk about the scaling or order of a particular method ($\mathcal{O}(N)$, $\mathcal{O}(N^2)$, $\mathcal{O}(N \log N)$, etc.). I am having a really difficult time ...
Andrew's user avatar
  • 701
7 votes
2 answers
275 views

Representing charges in computer programming

I'm preparing for a thesis in computer science on calculations based on concepts from Neuroelectrodynamics. In short this theory states, that information transfer is not done by spike time coding, ...
user avatar
7 votes
3 answers
3k views

Finite-size effects in molecular dynamics simulation

I will be blunt: this is an old exam question of a course that covers Molecular Dynamics (MD) and Monte Carlo (MC) simulations. Explain how to determine the severity of finite-size effects. My ...
seb's user avatar
  • 994
7 votes
2 answers
1k views

Feasibility and software for acoustic simulation

I'm looking at doing a finite-element simulation of air flow essentially for the purposes of approximating the response to an external audio impulse of a smallish (~10-30 cm scale), stationary 3D-...
Sami Liedes's user avatar
7 votes
3 answers
1k views

How to handle large numbers of output data sets from a simulation/sensitivity analysis?

Somewhat related, but I think the question is distinct enough to justify a separate question. As a bit of background, I come from a observational/statistical Epidemiology background, working with ...
Fomite's user avatar
  • 2,383
7 votes
0 answers
203 views

Is a complete bacteria simulation with an exascale supercomputer possible?

Will it be possible to simulate a complete (at least simple) bacteria atom by atom on an exascale supercomputer? or is it possible already today with the largest systems? Here, I've read that ...
Open Food Broker's user avatar
6 votes
1 answer
6k views

How to do co-simulation with two FMU models

I have two FMU developed with different simulation tools. I would like to connect them through some variables and run a co-simulation with an open source tool as OpenModelica. This co-simulation has ...
Koldo's user avatar
  • 95
6 votes
2 answers
616 views

Simulating advection over a network of 1D pipes

I am trying to create a simulation to help visualize how different chemical components flow through a network of pipes with associated valves, pumps, and chemical inputs. In this simulation, the pipes ...
Will's user avatar
  • 63
6 votes
2 answers
617 views

Implementing the pressure correction method using finite elements

Ok so I am nearing the completion of my finite element Navier-Stokes solver that uses the $\theta$-method for time stepping and the pressure correction method for the pressure. I am following the ...
James's user avatar
  • 1,909
6 votes
1 answer
534 views

Lagrange Multipliers in Multi-body Finite Element Code

I'm working on a Multibody dynamics code using the finite element method to simulate the behaviour of flexible beams (using this paper if anyone is interested/ it is relevant). I'd like to model ...
Peter Greaves's user avatar
6 votes
0 answers
341 views

FEM : energy minimization VS PDE solving

Engineering FEM When I studied engineering, I learned the traditional approach for finite elements for elasticity. The point was to solve the PDE $-div(\sigma)=f$ as: Multiply your PDE with a test ...
Txnda's user avatar
  • 61
6 votes
0 answers
1k views

How does GAMG in OpenFOAM really work?

I use OpenFOAM for CFD simulations. A very popular preconditioner is GAMG which needs a low number of iterations per a time step in SIMPLE or PISO solvers that are used to simulate the fluid flow. I ...
user avatar
5 votes
3 answers
236 views

Is there a way to reduce aberration in computations of planets' trajectories?

I don't think the title is very accurate , sorry for that. I simulate bodies in space using two timestep: the TIMESTEP is the Δt wich I use to make the calculation and XTIME is the number of times ...
eephyne's user avatar
  • 151
5 votes
2 answers
1k views

Monte Carlo simulation of 3D X-Y model

I need to compute the helicity modulus as a function of temperature for a three-dimensional X-Y model (see N.K. Kultanov, Yu.E. Lozovik, "The critical behavior of the 3D X-Y model and its relation ...
zakk's user avatar
  • 247
5 votes
1 answer
319 views

What kind of a researcher am I?

So far, I've worked a bit in modeling, simulations and simple lab experiments, and I've really enjoyed all three research methods to approach a single research question. I can write tricky (in terms ...
user35908's user avatar
5 votes
2 answers
160 views

Is saying "math modeling and numerical simulation" wordy and redundant?

I'm describing some work on my website, and I'm wondering if my math modeling and computer simulation work is described ok: I say math modeling and numerical simulation. Should I say "...
Rachel's user avatar
  • 51
5 votes
3 answers
1k views

What do C, C++ and Java have that Fortran 2003 don't? [closed]

As you may know, Fortran is widely and longly (?) used in science. I've heard a lot of people saying that we natural scientists should all migrate to C++ or Java. I've seen people increasingly ...
Leonardo Castro's user avatar
5 votes
1 answer
909 views

Package for determining power output of windmill shapes?

I'm looking for the best package for doing the following: building a 3D model (or loading externally) of a non-standard windmill shape, simulating an airflow over the model, and determining the ...
John C's user avatar
  • 153
5 votes
3 answers
2k views

Monte Carlo estimation of Pi with Buffon's needle

Is there a way of estimating Pi with the Buffon's method without assuming Pi known? To be more precise: in a Monte Carlo simulation of the experiment invented by Buffon I would (ideally) generate 2 ...
user avatar
5 votes
1 answer
552 views

index representation of the diamond lattice

For a kinetic Monte Carlo simulation of solids that crystallize in the diamond lattice structure, I need some efficient representation of the diamond lattice as integer(s), to store it in some array-...
janoliver's user avatar
  • 153
5 votes
2 answers
118 views

Are there any QM macromolecule simulation methods that can use an electron density map as input?

I am not an xray crystallographer, but from what I've heard there's often a good deal of guess work and intuition involved in the process of fitting a ball-and-stick molecular model to a crystal-...
tel's user avatar
  • 1,370
5 votes
1 answer
183 views

Stabilization of solution to one-dimensional system of PDE

I am trying to solve numerically next PDE system: $$\frac{\partial c}{\partial t}=\epsilon\frac{\partial}{\partial x}(\frac{\partial c}{\partial x}+\rho\frac{\partial \varphi}{\partial x}+\frac{vc}{1-...
oleksandrv's user avatar
5 votes
1 answer
587 views

General case Kutta condition

I'm working on a 2D inviscid fluid simulation using a "panel method", with Potential being used to enforce the no-through boundary condition. I'm trying to incorporate the Kutta condition, which says ...
Jay Lemmon's user avatar
5 votes
0 answers
164 views

How can Navier--Stokes equations have asymmetric solutions such as Karman vortex streets

The Navier--Stokes equations are axially symmetric, so with symmetric boundary conditions, how can features such as Karman vortex streets develop? I understand that in reality symmetry does never ...
Bananach's user avatar
  • 799
5 votes
0 answers
268 views

Sound Waves Simulation in 3D Environment

I want to do a simulation of sound waves including wave propagation, absorption, and reflection in 3D space. I did some research and I found this question in stackoverflow but it talks about ...
eyadof's user avatar
  • 151
5 votes
0 answers
121 views

What are the governing equations solved in coupled atmosphere-ocean models?

In (hydrostatic) atmospheric general circulation models, for example the so-calle Primitive Equations, consisting of the horizontal momentum equation, the hydrostatic balance, the continuity equation, ...
Dilaton's user avatar
  • 151
4 votes
3 answers
530 views

Why not use the convolution theorem for explicit timestepping?

Consider the advection equation \begin{equation} \frac{\partial C}{\partial t} + u\frac{\partial C}{\partial x} + v\frac{\partial C}{\partial y} = 0 \end{equation} I want to do a forward time, center ...
nalzok's user avatar
  • 181
4 votes
2 answers
444 views

Mean-squared displacement in Monte Carlo studies

Is measuring mean-squared-displacement in Monte Carlo simulations uncommon? I'm very interested to find out if this has actually ever been tried. For instance, in the context of spheres, or ...
user929304's user avatar
4 votes
5 answers
2k views

Finding the correct Molecular Dynamics library

I just started working on some Biophysics research, and I was looking around for a good MD library to use. There is one right now at the university set up in C, with openMC parallelization, but the ...
NuclearAlchemist's user avatar
4 votes
2 answers
131 views

Can other running processes harm the performance of my simulation?

I don't have an high-end machine on which run my simulation (Python + C extensions, based on numpy for calculations) Thus I intend to run the program on my PC, for several hours. I won't use the ...
seldon's user avatar
  • 143
4 votes
2 answers
746 views

Numerical simulation of particle in magnetic field

I'm interesting in numerically simulating (with my own code, not an off-the-shelf package) the motion of a single electrically charged particle in a magnetic field. The field will vary in time and ...
sigfpe's user avatar
  • 173

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