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11.3.1 Helmholtz solver using Brakhage-Werner formulation

Combined field integral equations combine single and double layer integral operators, one simple option is the Brakhage-Werner formulation.

The solution is represented as

\[u = (i \kappa S - D) \phi,\]

where \(\phi\) solve the boundary integral equation

\[\big( \tfrac{1}{2} + K + i \kappa V \big) \phi = u_{in} \qquad \text{on} \, \Gamma\]

from netgen.occ import *
from ngsolve import *
from ngsolve.webgui import Draw
from ngsolve.bem import *

kappa=20
order=4

screen = WorkPlane(Axes( (0,0,0), Z, X)).RectangleC(15,15).Face()
sphere = Sphere( (0,0,0), pi)
screen = screen - sphere
sp = Fuse(sphere.faces)
screen.faces.name="screen"
sp.faces.name="sphere"
shape = Compound([screen,sp])

mesh = shape.GenerateMesh(maxh=5/kappa).Curve(order)
Draw (mesh);

fes_sphere = Compress(SurfaceL2(mesh, order=order, complex=True, definedon=mesh.Boundaries("sphere")))
u,v = fes_sphere.TnT()
fes_screen = Compress(SurfaceL2(mesh, order=order, dual_mapping=True, complex=True, definedon=mesh.Boundaries("screen")))
print ("ndof_sphere = ", fes_sphere.ndof, "ndof_screen =", fes_screen.ndof)

ndof_sphere =  64530 ndof_screen = 98325

with TaskManager():
    C = HelmholtzCF(u*ds("sphere"), kappa)*v*ds
    Id = BilinearForm(u*v*ds).Assemble()

with TaskManager():
    lhs = 0.5 * Id.mat + C.mat
    source = exp(1j * kappa * x)
    rhs = LinearForm(-source*v*ds).Assemble()

gfu = GridFunction(fes_sphere)
pre = BilinearForm(u*v*ds, diagonal=True).Assemble().mat.Inverse()
with TaskManager():
    gfu.vec[:] = solvers.GMRes(A=lhs, b=rhs.vec, pre=pre, maxsteps=40, tol=1e-8)

GMRes iteration 1, residual = 119.67056861548507
GMRes iteration 2, residual = 54.52890573970259
GMRes iteration 3, residual = 27.435830833231105
GMRes iteration 4, residual = 14.630009765759306
GMRes iteration 5, residual = 8.056881046688153
GMRes iteration 6, residual = 4.509288098284208
GMRes iteration 7, residual = 2.5644035932336795
GMRes iteration 8, residual = 1.4899517632937287
GMRes iteration 9, residual = 0.9024815287499098
GMRes iteration 10, residual = 0.5758201669293821
GMRes iteration 11, residual = 0.35606560087705547
GMRes iteration 12, residual = 0.23167701957578482
GMRes iteration 13, residual = 0.14055733272467216
GMRes iteration 14, residual = 0.08643232123193846
GMRes iteration 15, residual = 0.0478558144721848
GMRes iteration 16, residual = 0.025506372225821597
GMRes iteration 17, residual = 0.014746624560044906
GMRes iteration 18, residual = 0.008510791402233138
GMRes iteration 19, residual = 0.005510369124219636
GMRes iteration 20, residual = 0.0036187074543988693
GMRes iteration 21, residual = 0.002430613782311423
GMRes iteration 22, residual = 0.0015919306847560547
GMRes iteration 23, residual = 0.0010083373329409855
GMRes iteration 24, residual = 0.0006321666784875802
GMRes iteration 25, residual = 0.0004009038155143231
GMRes iteration 26, residual = 0.0002604369894731123
GMRes iteration 27, residual = 0.00017182267762168605
GMRes iteration 28, residual = 0.00010868824022759384
GMRes iteration 29, residual = 6.329089401439238e-05
GMRes iteration 30, residual = 3.8632132727996304e-05
GMRes iteration 31, residual = 2.1392678367078918e-05
GMRes iteration 32, residual = 1.2290052532229898e-05
GMRes iteration 33, residual = 7.293316630860073e-06
GMRes iteration 34, residual = 4.796204871532201e-06
GMRes iteration 35, residual = 3.1141623903534325e-06
GMRes iteration 36, residual = 2.008425763402931e-06
GMRes iteration 37, residual = 1.2865040185392397e-06
GMRes iteration 38, residual = 7.999753400618635e-07
GMRes iteration 39, residual = 5.19582591956268e-07
GMRes iteration 40, residual = 3.362708290270397e-07
WARNING: GMRes did not converge to TOL

Draw (gfu, order=5, min=-1, max=1);

prostprocessing on screen

uscat = GridFunction(fes_screen)
with TaskManager(pajetrace=10**8):
    intop = 1j*kappa*HelmholtzSL(u*ds("sphere"),kappa) + (-1)*HelmholtzDL(u*ds("sphere"), kappa)
    uscat.Set(intop(gfu, mesh.Boundaries("screen")), definedon=mesh.Boundaries("screen"))

print ("Scattered field")
Draw (uscat, mesh, min=-1,max=1, animate_complex=True, order=4);

Scattered field

uin = mesh.BoundaryCF( {"screen": source }, default=0)
print ("Total field")
Draw (uin-uscat, mesh, min=-1,max=1, animate_complex=True, order=4);

Total field

Scattering from sphere with \(D = 50 \lambda\). About 5 min on Macbook Apple M4 Pro