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August 14, 2022 05:48
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Particle in a box simulator in Python
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""" | |
A plotting tool for 3D particle in a box. | |
Pranay Venkatesh | |
""" | |
import math | |
import numpy as np | |
import matplotlib.pyplot as plt | |
from scipy.constants import h, hbar | |
from mpl_toolkits.mplot3d import Axes3D | |
import sys | |
class coord: | |
def __init__(self, x, y, z): | |
self.x = x | |
self.y = y | |
self.z = z | |
def psi_squared (l, nx, ny, nz, c): | |
prob = (np.sin(nx * math.pi * c.x / l)**2) * (np.sin(ny * math.pi * c.y / l)**2) * (np.sin(nz * math.pi * c.z / l)**2) | |
return prob | |
coords = [] | |
probs = [] | |
args = sys.argv | |
l = int(args[1]) | |
nx = int(args[2]) | |
ny = int(args[3]) | |
nz = int(args[4]) | |
x = np.linspace(0, l, 100) | |
y = np.linspace(0, l, 100) | |
z = np.linspace(0, l, 100) | |
for i1 in x: | |
for i2 in y: | |
for i3 in z: | |
coords.append(coord(i1,i2,i3)) | |
probs.append(psi_squared(l, nx, ny, nz, coord(i1,i2,i3))) | |
probs = probs/np.sum(probs) | |
rand_coords = np.random.choice(coords, size = 100, replace = True, p = probs) | |
x_coords = [] | |
y_coords = [] | |
z_coords = [] | |
for c in rand_coords: | |
x_coords.append(c.x) | |
y_coords.append(c.y) | |
z_coords.append(c.z) | |
fig = plt.figure(figsize = (10,10)) | |
ax = fig.add_subplot(111, projection = "3d") | |
ax.scatter(x_coords, y_coords, z_coords) | |
ax.set_title("Particle in a 3D Box") | |
plt.show() |
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