Laplacian — 138 discussions

  1. M

    Graduate Why Is the Index Shifted in Laplacian Eigenvalues?

    hi pf! I am reading a text and am stuck at a part. this is what is being said: If ##g## is a graph we have ##L(g) + L(\bar{g}) = nI - J## where ##J## is the matrix of ones. Let ##f^1,...f^n## be an orthogonal system of eigenvectors to ##L(g) : f^1 = \mathbb{1}## and ##L(g)f^i = \lambda_i...
  2. N

    Why Does the Laplacian of 1/Vector r Equal Zero?

    Homework Statement Show that \nabla^{2}\left(\frac{1}{\overrightarrow{r}}\right)=0Homework Equations The Attempt at a Solution Let \nabla=\hat{i}\frac{\partial}{\partial x}+\hat{j}\frac{\partial}{\partial y}+\hat{k}\frac{\partial}{\partial z} and \overrightarrow{r}=x\hat{i}+y\hat{j}+z\hat{k}...
  3. S

    Laplacian of a vector function

    Problem: The vector function A(r) is defined in spherical polar coordinates by A = (1/r) er Evaluate ∇2A in spherical polar coordinates Relevant equation: I'm assuming I have to use the equation 1671 on this website But I haven't got a clue as to how I would apply it since, for example, I...
  4. S

    Graduate Does the Generalised Laplacian satisfy a certain relation?

    Hi, I was wondering if the following relation holds: $$ \frac{1}{r^{D-1}} \frac{\partial}{\partial r} \left( r^{D-1} \frac{\partial}{\partial r} \right) \psi = \frac{1}{r^{\frac{D-1}{2}}} \frac{\partial ^2}{\partial r^2} \left( r^{\frac{D-1}{2}} \right) \psi $$ I've seen that the LHS evaluates...
  5. K

    Poisson Summation in Heat Equation (Polar Coordinates)

    Homework Statement I'm currently trying to follow a derivation done by Shankar in his "Basic Training in Mathematics" textbook. The derivation is on pages 343-344 and it is based on the solution to the two dimensional heat equation in polar coordinates, and I'm not sure how he gets from one...
  6. H

    Graduate Laplacian term in Navier-Stokes equation

    I am trying to derive part of the navier-stokes equations. Consider the following link: http://www.gps.caltech.edu/~cdp/Desktop/Navier-Stokes%20Eqn.pdf Equation 1, without the lambda term, is given in vector form in Equation 3 as \eta\nabla^2\mathbf{u}. However, when I try to get this from...
  7. C

    How is the Laplacian Applied to Retarded Potential?

    Homework Statement See attachment. Homework Equations The Attempt at a Solution I'm not understanding how the laplacian is creating those 3 terms in 5.4.5. I just understand the basics that laplacian on f(x,y) = d2f/dx2 + d2f/dy2. Can someone elaborate? Thanks in advance. EDIT: Just...
  8. laramman2

    Undergrad Why does the Laplacian operator still maintain its unit vectors i, j, k?

    When two vectors are dotted, the result is a scalar. But why here http://www.cobalt.chem.ucalgary.ca/ziegler/educmat/chm386/rudiment/mathbas/vectors.htm , the del-squared still maintains its unit vectors i, j, k? Isn't it this way ∇2 = (∂2/∂x2 + ∂2/∂y2 + ∂2/∂z2) and not (i∂2/∂x2 + j∂2/∂y2 +...
  9. I

    Vector Calculus - Laplacian on Scalar Field

    A scalar field \psi is dependent only on the distance r = \sqrt{x^{2} + y^{2} + z^{2}} from the origin. Show: \partial_{x}^{2}\psi = \left(\frac{1}{r} - \frac{x^{2}}{r^{3}}\right)\frac{d\psi}{dr} + \frac{x^{2}}{r^{2}}\frac{d^{2}\psi}{dr^{2}} I've used the chain and product rules so...
  10. C

    Integration and Laplacian in polar coordinates

    Homework Statement I have a function y that is axisymmetric, so that y=y(r). I want to solve for r such that ∇2y(r) = Z. Can anyone tell me if I'm following the right procedure? I'm not sure since there are two "∂/∂r"s present... Homework Equations ∇2 = (1/r)(∂/∂r)(r*(∂/∂r)) +...
  11. T

    Eigenvalues of Laplacian are non-negative

    Hi, I need to learn the following proof and I'm having trouble getting my head round it. Any help would be appreciated. Show that if vector x in R^n with components x=(x1,x2,...,xn), then x.Lx=0.5 sum(Aij(xi-xj)^2) where A is the graphs adjacency matrix, L is laplacian. Then use this result to...
  12. J

    Graduate Why do Laplacian and Hessian both use the same notation d²/dr²?

    Hellow! I was studying matrix calculus and learned new things as: \frac{d\vec{y}}{d\vec{x}}=\begin{bmatrix} \frac{dy_1}{dx_1} & \frac{dy_1}{dx_2} \\ \frac{dy_2}{dx_1} & \frac{dy_2}{dx_2} \\ \end{bmatrix} \frac{d}{d\vec{r}}\frac{d}{d\vec{r}} = \frac{d^2}{d\vec{r}^2} = \begin{bmatrix}...
  13. A

    Potential, field, Laplacian and Spherical Coordinates

    Homework Statement Say I am given a spherically symmetric potential function V(r), written in terms of r and a bunch of other constants, and say it is just a polynomial of some type with r as the variable, \frac{q}{4\pi\varepsilon_o}P(r), and we are inside the sphere of radius R, so r<R…...
  14. S

    Graduate Integrals featuring the laplacian and a tensor

    Ok, so I'd like some advice on doing integrals that involve a laplacian and a tensor for example =\int\frac{\delta}{\delta A_{\mu}}\frac{1}{4M^{2}}(\partial_{\rho}A_{\sigma}-\partial_{\sigma}A_{\rho})\frac{\partial^{2}}{\partial x^{2}}(\partial^{\rho}A^{\sigma}-\partial^{\sigma}A^{\rho}) where...
  15. Einj

    Graduate Laplacian in toroidal coordinates

    Hi everyone, I would like to write the Laplacian operator in toroidal coordinate given by: $$ \begin{cases} x=(R+r\cos\phi)\cos\theta \\ y=(R+r\cos\phi)\sin\theta \\ z=r\sin\phi \end{cases} $$ where r and R are fixed. How do I do? More generally how do I find the Laplacian under a...
  16. A

    Graduate Laplacian of 1/r Explodes at Origin

    Ok, there are a couple of other threads about this, but they don't seem to answer my question. If I take the double derivative of 1/r, I'll get 2/r^3, but if I take the laplacian, I get something different. Why? Namely: \frac{d}{dr}\frac{d}{dr}(\frac{1}{r}) = \frac{d}{dr}...
  17. M

    LaPlacian joint probability density function.

    A joint pdf is given as pxy(x,y)=(1/4)^2 exp[-1/2 (|x| + |y|)] for x and y between minus and plus infinity. Find the joint pdf W=XY and Z=Y/X. f(w,z)=∫∫f(x,y)=∫∫(1/4)^2*e^(-(|x|+|y|)/2)dxdy -∞<x,y<∞ Someone told me I can not use Jacobian because of the absolute value. Is that true? So far this...
  18. M

    Laplacian in Slanted Coordinates

    Whoops, I figured it out!
  19. M

    Graduate How Can the Laplacian Relate to Einstein Manifolds?

    I am researching a hypothesis and looking for anyone who is familiar with differential topology (specifically Einstein manifolds). I have access to the Besse book Einstein Manifolds but am also looking for any open questions in differential topology that I am not aware of. I am attempting to...
  20. S

    Gradient and Laplacian of three functions

    Hello, I've been reading up on Smoothed Particle Hydrodynamics. While reading some papers I found some math that I do not know how to do because I never took multi variable calculus. I need the gradient and laplacian of all three of the following functions ( h is a constant )...
  21. S

    Graduate Bochner-Weitzenbock formula (-> Laplacian)

    Hi! I'm trying to understand a proof for the Bochner-Weitzenbock formula. I'm sorry I have to bother you with such a basic question but I've worked at this for more than an hour now, but I just don't get the very first step, i.e.: Where we are in a complete Riemannian manifold, f \in...
  22. P

    Dirichlet problem for the laplacian in the strip

    I'm looking for all functions $u$ harmonic in $S$ and continuous in $\overline S$ such that $$u(a,y)=u(b,y)=0,\forall y$$ and $$\lim_{|y|\rightarrow +\infty} u(x,y)=0$$ where $S$ is the strip $\{a<\operatorname{Re}(z)<b\}$ My strategy is the following. I know that if $g$ is continuous on...
  23. P

    Deriving the Laplacian in spherical coordinates

    Homework Statement Homework Equations All above. The Attempt at a Solution Tried the first few, couldn't get them to work. Any ideas, hopefully for each step?
  24. E

    Is the del operator a vector and the Laplacian operator a scalar?

    Just to clarify: The del operator's a vector and the laplacian operator is just a scalar?
  25. A

    Graduate The correct domain of self-adjointness for the Laplacian

    The "correct" domain of self-adjointness for the Laplacian Consider the Hilbert space L^2(\mathbb R^d), and consider the Laplacian operator \Delta on this space. We want to find a domain, D(\Delta) \subset L^2(\mathbb R^d), such that this guy is a self-adjoint operator. We have been talking...
  26. iVenky

    Undergrad Is the Laplacian a Vector or Scalar?

    Here's the link that I read for Laplacian- http://hyperphysics.phy-astr.gsu.edu/hbase/lapl.html It looks as if the laplacian is scalar but the point is we know that ∇x∇xA= ∇(∇.A) - ∇2A This means that laplacian should be vector in nature which contradicts what was given in the link...
  27. M

    Laplacian over a radial function for charge density

    As you probably can see from the above shot, I'm determining charge density via the Laplacian over the potential (phi). I understand the mathematical steps, just confused on the factor of 4pi that pops up in the denominator. I think I understand why you would do that and here's my reasoning...
  28. C

    Graduate From London Equations to Penetration Depth(Integrate Laplacian)

    (In SI units) Start with London's 2nd equation in Superconductivity, curl J = 1/(μ*λ²), and Ampere's curl B = μ*j. Then we curl both side curl curl B = μ* curl J and we do the substitution. So curl curl B = 0 - del²B which is the laplacian operator. My question is...how to integrate...
  29. M

    Graduate Can complex analysis be used to solve PDEs other than the Laplacian?

    Hey all, I was reading up on Harmonic functions and how every solution to the laplace equation can be represented in the complex plane, so a mapping in the complex domain is actually a way to solve the equation for a desired boundary. This got me wondering: is this possible for other PDEs...
  30. A

    Graduate Why does the Laplace operator dot product of gradients give the second derivative?

    Hi guys The Laplace Operator The Laplace operator is defined as the dot product (inner product) of two gradient vector operators: When applied to f(x,y), this operator produces a scalar function: My question is how a vector dot product ( del operator vector dot product...
  31. N

    Chain-rule issue on Laplacian equation

    Homework Statement "The flow of a fluid past a wedge is described by the potential ψ(r,θ) = -crαsin(αθ), where c and α are constants, and (r,θ) are the cylindrical coordinates of a point in the fluid (the potential is independent of z). Verify that this function satisfies Laplace's...
  32. K

    Graduate Eigenvalues for a 400x400 normalized laplacian of a graph

    This is related to spectral graph theory. I am getting the following eigenvalues for a 400x400 matrix which is a normalized laplacian matrix of a graph. The graph is not connected. So why am i getting a> a negative eigenvalue. b> why is not second eigenvalue 0? ... I used colt(java) and octave...
  33. M

    Electric potential inside and outside spherical capacitator using laplacian

    Homework Statement Find the electric potential inside and outside a spherical capacitor, consisting of two hemispheres of radius 1 m. joined along the equator by a thin insulating strip, if the upper hemisphere is kept at 220 V and the lower hemisphere is grounded Homework Equations...
  34. R

    Laplacian eigenfunction on a cube with Dirichlet boundary conditions

    [b]1. A function "v" where v(x,y,z)≠0 is called an eigenfunction of the Laplacian Δ (on some region Ω - with specified homogenous BC) if v satisifies the BC ad also Δv=-λv on Ω for some number λ. Part A: Give an example of an eigenfunction of Δ when Ω is the cube [0,∏]3 with Dirichlet BCs...
  35. A

    What is the Laplacian of the scalar potential with an extra term?

    On page 35 of Jackson's Classical Electrodynamics, he calculates the Laplacian of a scalar potential due to a continuous charge distribution. In the expression for the potential, the operand of the Laplacian is \frac{1}{|r-r'|}, where r is the the point where the potential is to be...
  36. X

    Converting the Laplacian into polar coordinates

    I need to convert the Laplacian in two dimensions to polar coordinates. \nabla^2 u=\frac{\partial^2 u}{\partial x^2}+\frac{\partial^2 u}{\partial y^2} I am having problems with computing the second derivatives using the chain rule. For example, the first derivative with respect to x...
  37. D

    Graduate Vector laplacian and del squared confusion.

    Hello all, I am reading a research paper and have found the equation below: http://latex.codecogs.com/gif.latex?\mathbf{z}%20=%20\mathbf{a}%20-%20%28\nabla^2E%28\mathbf{t}%29%29^{-1}\Delta%20E%28\mathbf{t}%29%29 in which E is some function with the variable t being the vector input, and a...
  38. M

    Graduate Laplacian on Riemannian manifolds

    hi friends :) is there someone who has studied the spectrum of a Riemannian Laplacian? I have a question on this subject. Thank you very much for answering me.
  39. M

    How to Derive the Finite Difference Laplacian in Various Coordinates?

    Updated: Finite difference of Laplacian in spherical Homework Statement I understand the problem a little better now and am revising my original plea for help. I don't actually need to integrate the expression. Integration was just one technique of arriving at a finite difference...
  40. Q

    Graduate Laplacian VS gradient of divergence

    i don't really understand the difference :( ∇2V versus ∇ (∇ . V) ? can anyone give me a simple example to showcase the application difference? thanks!
  41. M

    Undergrad Solving Inverse Laplace Transform: Understanding L^{-1}(8)

    This might sound kinda dumb, but what is the Inverse Laplace transform of a number? So L^{-1}(8) for example.
  42. K

    Graduate Can Laplacian and Curl Operators Be Interchanged?

    Hi, During the description of vector spherical harmonics, where N = curl of M , I came across the following : Laplacian of N = Laplacian of (Curl of M) = Curl of (Laplacian of M) How do we know that these operators can be interchanged ? What is the general rule for such interchanges...
  43. C

    Galilean transform of the Laplacian

    Homework Statement I'm trying to show that the wave equation is not invariant under Galilean transform. To do that I need to figure out how the Laplacian transforms from S to S'. I seem to have trouble understanding why the laplacian actually changes. Homework Equations x'=x-vt, t'=t The...
  44. M

    Graduate Why does the Laplacian of 1/r vanish except at r=0?

    In my derivation of one of Maxwell's Equations, I needed the fact that the Laplacian of 1/r vanishes everywhere except at r=0, where r is the norm of a radial vector. I cannot see how this is? I like to be solid in the math I use for a derivation, so this would really help if someone could...
  45. K

    How to derive the spherical coordinate form for Laplacian

    Homework Statement \Delta f = \frac{1}{{r^2 }}\frac{\partial }{{\partial r}}\left( {r^2 \frac{{\partial f}}{{\partial r}}} \right) + \frac{1}{{r^2 \sin \phi }}\frac{\partial }{{\partial \phi }}\left( {\sin \phi \frac{{\partial f}}{{\partial \phi }}} \right) + \frac{1}{{r^2 \sin ^2 \phi...
  46. S

    Laplacian, partial derivatives

    Homework Statement Find the Laplacian of F = sin(k_x x)sin(k_y y)sin(k_z z) Homework Equations \nabla^2 f = \left( \frac{\partial}{\partial x} +\frac{\partial}{\partial y} + \frac{\partial}{\partial z} \right) \cdot \left( \frac{\partial}{\partial x} + \frac{\partial}{\partial y} +...
  47. H

    Graduate Can you take the Laplacian of a vector field with cylindrical coordinates?

    Tell me I'm not going mad. If I have a vector field of the form \mathbf{A}=(0,A(x,y,z),0) and I want to take the Laplacian of it, \nabla^{2}\mathbf{A}, can I take the Laplacian of the co-ordinate function A(x,y,z)? Will this be the same for the case of cylindrical co-ordinates? Mat
  48. haushofer

    Graduate Laplacian of 2-Form in R^3: Reference & Calculation

    Hi, According to eg Nakahara's conventions the Laplacian on a form K is given by \Delta K = (dd^{\dagger} + d^{\dagger}d)K In my case K is a two form living in R^3. I've calculated the Laplacian and arrive at \Delta K = \Bigl( \frac{1}{3!}\epsilon^{klm}\epsilon^n_{\...
  49. N

    Graduate Laplacian of 1/r in Darwin term

    The http://en.wikipedia.org/wiki/Fine_structure#Darwin_term" contains a (3D-)delta function as a result of taking the Laplacian of the Coulomb potential. I'm trying to find out why. I've been searching, and I've so far come across different views of the Laplacian of 1/r at the origin. Either...
  50. A

    Graduate Why does the laplacian vanish for harmonic functions?

    Why does the laplacian vanish for harmonic functions? Can someone explain this in physical terms?