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Message #24178
Re: FEniCS and the signed distance function
Hi
I've been using the signed distance function (Eikonal equation) for some
time
in various turbulence models. This equation is very stiff so in my approach
I
have found it necessary to add a stabilization term. I also solve a simpler
linear Poisson problem first to get a good initial guess for the nonlinear
Newton solver. Otherwise it's pretty straightforward. You could probably use
the
NonlinearVariational etc classes to wrap this up nicely, but I haven't done
that.
The code I use is basically (copy and pasted from
http://bazaar.launchpad.net/~cbc.rans/cbc.rans/mikael/view/head:/cbc/rans/turbsolvers/Eikonal.py):
V = FunctionSpace(mesh, 'CG', 1)
v = TestFunction(V)
u = TrialFunction(V)
f = Constant(1.0)
y = Function(V)
# Initialization problem to get good initial guess for nonlinear problem:
F1 = inner(grad(u), grad(v))*dx - f*v*dx
a1, L1 = lhs(F1), rhs(F1)
A1, b1 = assemble_system(a1, L1)
# Apply boundary conditions: DirichletBC = 0 on the boundary
for bc in bcs: bc.apply(A1, b1)
solve(A1, y.vector(), b1)
# Stabilized Eikonal equation
eps = Constant(0.01)
F = sqrt(inner(grad(y), grad(y)))*v*dx - f*v*dx + eps*inner(grad(y),
grad(v))*dx
J = derivative(F, y, u)
etc
Solve with Newton iterations
This works for me for a range of geometries. Hope it is helpful.
Best regards
Mikael
On 8 August 2011 22:31, Johan Hake <johan.hake@xxxxxxxxx> wrote:
> Hello!
>
> Has anyone in the FEniCS comunity used FEniCS to solve for the signed
> distance
> function?
>
> http://en.wikipedia.org/wiki/Signed_distance
>
> This functions gives the distance to the boundary for any given point
> inside
> the domain. I would like to compute this for the vertices of a mesh. It
> looks
> like it is a nontrivial problem and I wonder if any of you have put your
> teeth
> into this one.
>
> Johan
>
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