File:Green's function animation.gif

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Original file(640 × 640 pixels, file size: 1.69 MB, MIME type: image/gif, looped, 202 frames, 20 s)

Summary

Description
English: An intuitive animation that shows how Green's functions that solve a differential equation subject to a point-like source can be superposed to solve it subject to an arbitrary source.
Date
Source Own work
Author Hersle

Julia code

using LinearAlgebra
using Plots
using Printf

function solve(f; x1=0, x2=1)
	N = length(f)
	x = Array(range(x1, x2, length=N))
	h = x[2] - x[1]
	diag = fill(+2/h^2, N-2)
	semidiag = fill(-1/h^2, N-3)
	L = Tridiagonal(semidiag, diag, semidiag)
	u = L \ f[2:end-1]
	u = cat([0], u, [0], dims=1)
	return x, u
end

function animate()
	# Store all Green's function solutions
	N = 101
	U = zeros(N, N)
	p = plot()
	for i in 1:N
		f = [i == j ? 1 : 0 for j in 1:N]
		x, u = solve(f)
		U[i,:] = u
		plot!(p, u)
	end

	# Solve a real problem
	f1 = exp.(-(x.-0.5).^2 / (2*0.01))
	x, u1 = solve(f1)
	u = zeros(N)

	barw = x[2]-x[1] # plot bars with no gap between them

	anim = @animate for i in 1:N
	    y = @sprintf("%.2f", (i-1) / (N-1)) # as string
		f2 = [i == j ? 1 : 0 for j in 1:N]
		x, u2 = solve(f2)
		u += u2 * f1[i]

		colors = [i == j ? :black : :red for j in 1:N]

		# for some reason, only (1599, 1600) gives a height that is divisible by 2 during mp4 generation
		plot(layout=(2, 2), size=(1599, 1600), xlims=(0,1), xticks=([0, 0.5, 1], ["\$0\$", "\$x\$", "\$1\$"]), yticks=nothing, bar_width=barw, titlefontsize=40, tickfontsize=40, framestyle=:box, grid=false, legend=nothing, margin=10Plots.mm, top_margin=0Plots.mm)

		# Plot point-source and Green's function solution
		bar!(subplot=1, x[i:i], f2[i:i],         color=:green,      linecolor=:green,     bar_width=barw, ylims=(0, 1.10), title="\$\\delta(x-$y)\$")
		bar!(subplot=2, x,      u2,              color=:darkgreen,  linecolor=:darkgreen, bar_width=barw, ylims=(0, 0.02), title="\$G(x,$y)\$")

		# Plot full source and full solution
		bar!(subplot=3, x[1:i],     f1[1:i],     color=:blue,      linecolor=:blue,       bar_width=barw, ylims=(0, 1.10), title="\$ \\hat{L}\\,(x) u(x) = f(x < $y) \$")
		bar!(subplot=3, x[i+1:end], f1[i+1:end], color=:lightgrey, linecolor=:lightgrey,  bar_width=barw, ylims=(0, 1.10))
		bar!(subplot=4, x,          u1,          color=:lightgrey, linecolor=:lightgrey,  bar_width=barw, ylims=(0, 0.06))
		bar!(subplot=4, x,          u,           color=:darkblue,  linecolor=:darkblue,   bar_width=barw, ylims=(0, 0.06), title="\$ u(x) = {\\int}_{0}^{$y} \\! f(x') \\, G(x,x') \\, \\mathrm{d} x' \$")
	end

	mp4(anim, "green.mp4", fps=5)
	run(`ffmpeg -i green.mp4 -vf "fps=10,scale=640:640:flags=lanczos,split[s0][s1];[s0]palettegen[p];[s1][p]paletteuse" -loop 0 green.gif`)
end

animate()

Licensing

I, the copyright holder of this work, hereby publish it under the following license:
w:en:Creative Commons
attribution share alike
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You are free:
  • to share – to copy, distribute and transmit the work
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Under the following conditions:
  • attribution – You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.
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Date/TimeThumbnailDimensionsUserComment
current21:27, 21 December 2022Thumbnail for version as of 21:27, 21 December 2022640 × 640 (1.69 MB)HersleShow changing source values
17:36, 16 June 2021Thumbnail for version as of 17:36, 16 June 2021640 × 640 (754 KB)HersleReduced size to enable automatic animation
12:48, 16 June 2021Thumbnail for version as of 12:48, 16 June 2021960 × 961 (1.3 MB)HersleCross-wiki upload from en.wikipedia.org
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