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Python Finite Difference Schemes for 1D Heat Equation: How to express for loop using numpy expression

Hello all, I've recently been introduced to Python and Numpy, and am still a beginner in applying it for numerical methods. I've been performing simple 1D diffusion computations. I suppose my ...
Leonardo Parra García's user avatar
4 votes
4 answers
944 views

Role of weight function in Galerkin methods

I have difficulties in understanding the role of the weight function $w(x)$ that occurs in the solution of PDEs via the Galerkin approach. Consider a linear differential equation of the form $$ \...
davidhigh's user avatar
  • 3,237
7 votes
2 answers
455 views

Spectral Methods in time

I was reading up on Spectral Methods for PDEs. In all the descriptions I read, while the position component is approximated via a Fourier series or other methods, the time component is still ...
user7306's user avatar
4 votes
2 answers
613 views

Interpolation with the roots of orthogonal polynomials & Spectral expansion

I'm a bit confused about the relationships between these two approximation methods mentioned in the title. Does this kind of interpolation also belongs to the field of spectral methods? Are the ...
user123's user avatar
  • 699
4 votes
1 answer
3k views

How do I form the Chebyshev differentiation matrix in MATLAB?

I have some code that does exactly this, but I do not like to use things I do not understand. Here is the code ...
user avatar
3 votes
3 answers
1k views

Solving Stokes flow with walls using Oseen tensor

Introduction I've developed a code to solve for generalised, incompressible 2D Stokes flow $\eta \nabla^2 \mathbf{v} - \nabla p + \mathbf{S} = 0$ $\nabla . \mathbf{v} = 0$ where $\mathbf{S}$ can ...
Hemmer's user avatar
  • 265
3 votes
2 answers
2k views

Solving numerically the 1D Kuramoto-Sivashinsky Equation using spectral methods

Lately, I've been trying to solve numerically the 1D Kuramoto-Sivashinsky Equation using spectral methods. Let $\nu$ be the viscosity and $[0,L]$ the domain. The 1D equation is, $$ u_t + uu_x + u_{xx} ...
Mathieu Rousseau's user avatar
2 votes
1 answer
411 views

Where am I making a mistake in solving the heat equation using the spectral method (Chebyshev's differentiation matrix)?

I would like to numerically solve the following heat equation problem: $$ u_t = \Bigg(2{a \over l}\Bigg)^2 u_{xx} \tag 1$$ $$ x \in [ -1, 1 ] \tag 2$$ $$ u(x, 0) = 0 \tag 3$$ $$ u(1, t) = A \sin \Bigg(...
FriendlyNeighborhoodEngineer's user avatar
1 vote
1 answer
2k views

How to solve heat equation in spherical coordinates with finite differences?

I have a problem dealing with heat transfer which is spherically symmetrical. I was thinking it should be possible to solve this as a 1d problem in spherical coordinates using the radius only. ...
Alex I's user avatar
  • 111