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August 28, 2015 18:57
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Transport equation with decay, a Python implementation. Full article can be found at http://www.firsttimeprogrammer.blogspot.com/2015/07/pdes-time-again-transport-equation.html
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#Transport equation with decay implementation | |
import numpy as np | |
from numpy import pi | |
import matplotlib.pyplot as plt | |
import matplotlib.animation as animation | |
fig = plt.figure() | |
fig.set_dpi(100) | |
ax1 = fig.add_subplot(1,1,1) | |
#Initial contitions | |
x0 = np.linspace(-2,15,10000) | |
t0 = 0 | |
#Increment | |
dt = 0.01 | |
#Wave speed k > 0 | |
k = 3 | |
#Decay constant b > 0 | |
b = 2 | |
#Scale | |
scale = 4 | |
#Transport function | |
def u(x,t): | |
return scale*np.exp(-(x-k*t)**2)*np.exp(-b*t) | |
t = [] | |
g = [] | |
for i in range(500): | |
g.append(u(x0,t0)) | |
t.append(t0) | |
t0 = t0 + dt | |
k = 0 | |
def animate(i): | |
global k | |
ax1.clear() | |
plt.plot(x0,g[k],color='red',label='Time elapsed: '+str(round(t[k],4))) | |
plt.grid(True) | |
plt.ylim([-1,scale+1]) | |
plt.xlim([-2,15]) | |
plt.legend(loc=2) | |
plt.title('Transport equation with decay') | |
k += 1 | |
anim = animation.FuncAnimation(fig,animate,frames=360,interval=20) | |
plt.show() |
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