Eigenvalues of Laplacian on parametric surface

In summary, the Laplacian operator on a parametric surface is a mathematical operator used to describe the distribution of a physical quantity over a surface. The eigenvalues of this operator correspond to different modes of vibration or behavior of the system on the surface and can be calculated using numerical methods. These eigenvalues provide important information about the behavior and properties of the surface and have practical applications in fields such as computer graphics, image processing, and materials science. They can be used to simulate and analyze physical phenomena on surfaces, design and optimize structures, and generate realistic and visually appealing graphics.
  • #1
IgorMele
1
0
Hello.

I would like to numerically determine eigenvalues of a rectangular membrane
which is twisted for [tex]\frac{\pi}{2}[/tex]. Example picture:
graph2.png


I'm solving Helmholtz equation:
[tex]\nabla^2u+k^2u=0[/tex]
where [tex]u=u(x,y)[/tex] and
[tex]\nabla^2 u=\frac{\partial^2u}{\partial x^2}+\frac{\partial^2v}{\partial y^2}[/tex]
If we write in matrix form:
[tex]-Au=k^2u=\lambda u[/tex]
[tex]A[/tex] is sparse matrix, which we get from second order finite difference approximation, [tex]\lambda[/tex] are eigenvalues. Analytical solution for rectangular membrane [tex]a\times b[/tex] is:
[tex]\lambda = h^2\pi^2\left(\frac{m^2}{a^2}+\frac{n^2}{b^2}\right)[/tex]
[tex]h[/tex] is distance between two points in a grid.
Here is solution for second mode:
2.jpg


This was for normal membrane, now question is, what happens with eigenvalues when we twist membrane. Shape of membrane in parametric form:
[tex]x=u[/tex]

[tex]y=v[/tex]

[tex]z=uv[/tex]

[tex]u,v\in [-1,1][/tex]

or perhaps:
[tex]x=u[/tex]

[tex]y=v[/tex]

[tex]z=(u-1)(v-1)[/tex]

[tex]u,v\in [0,2][/tex]
In this way, we don't have negative [tex]u[/tex] and [tex]v[/tex]. In this case parametrization applies only for quadratic membrane, in equations should be also [tex]a[/tex] and [tex]b[/tex], but it's not so relevant. I will add them later.

Here I'm stuck. I don't know, how to write Helmholtz equation for this parametrization.
Any tip or help would be appreciated.
 
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  • #2


Hello,

Thank you for your question. To numerically determine the eigenvalues for a twisted rectangular membrane, we can use the same approach as for a normal rectangular membrane. However, we need to modify the Helmholtz equation to account for the twisting of the membrane.

One way to do this is to use a change of variables, where we define a new coordinate system (u,v) in terms of the original (x,y) coordinates. In this new coordinate system, the Helmholtz equation becomes:

\nabla^2u+k^2u=0

where
\nabla^2 u=\frac{\partial^2u}{\partial u^2}+\frac{\partial^2u}{\partial v^2}+\frac{\partial^2u}{\partial u \partial v}

We can then use a finite difference approximation to discretize this equation and solve for the eigenvalues. The exact form of the finite difference approximation will depend on the specific parametrization of the twisted membrane that you are using.

Another approach would be to use a spectral method, where we represent the solution as a sum of basis functions and use the Helmholtz equation to determine the coefficients of these basis functions. This can be more accurate and efficient for problems with smooth solutions, but may require more computational resources.

I hope this helps. Good luck with your research!
 

1. What is the Laplacian operator on a parametric surface?

The Laplacian operator on a parametric surface is a mathematical operator used to describe the distribution of a physical quantity over a surface. It is used in various fields such as physics, engineering, and computer graphics to analyze and model the behavior of systems on surfaces.

2. What are eigenvalues of the Laplacian on a parametric surface?

The eigenvalues of the Laplacian on a parametric surface are the solutions to a specific mathematical equation that describes the behavior of a physical quantity on the surface. These eigenvalues correspond to different modes of vibration or behavior of the system on the surface.

3. How are eigenvalues of the Laplacian on a parametric surface calculated?

The eigenvalues of the Laplacian on a parametric surface can be calculated using various numerical methods such as finite element analysis or spectral methods. These methods involve discretizing the surface into smaller elements and solving the resulting equations to find the eigenvalues.

4. What is the significance of eigenvalues of the Laplacian on a parametric surface?

The eigenvalues of the Laplacian on a parametric surface provide important information about the behavior and properties of the surface. They can be used to understand the stability, dynamics, and other characteristics of physical systems on the surface.

5. How are eigenvalues of the Laplacian on a parametric surface used in practical applications?

The eigenvalues of the Laplacian on a parametric surface have various practical applications in fields such as computer graphics, image processing, and materials science. They can be used to simulate and analyze physical phenomena on surfaces, design and optimize structures, and generate realistic and visually appealing graphics.

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