diff --git a/work/week12/starting_point/Radial_Heat_Distribution.py b/work/week12/starting_point/Radial_Heat_Distribution.py
deleted file mode 100644
index 99715a4..0000000
--- a/work/week12/starting_point/Radial_Heat_Distribution.py
+++ /dev/null
@@ -1,68 +0,0 @@
-import numpy as np
-
-import matplotlib.pyplot as plt
-from mpl_toolkits.mplot3d import Axes3D
-from matplotlib import cm
-
-
-# Creating the particles and Temperature field
-N = 512
-L = 2
-T = np.zeros((N,N))
-q = np.zeros((N,N))
-
-#Setting the Radius length
-R=1./3
-
-#Implementing Heat distribution
-for i in range(0,N):
-    for j in range(0,N):
-        h=-1+2*float(i)/N;
-        k=-1+2*float(j)/N;
-        if ((h**2+k**2)<R ):
-            q[i,j]=1
-
-#Ploting the Heat Field
-fig = plt.figure()
-plt.imshow(q)
-fig.suptitle('Heat distribution ')
-
-
-# Compute coordinates in Fourier's space
-freqs = np.fft.fftfreq(N)*2*np.pi/L*N
-# Expand to 2d
-freqs_2d = np.einsum('i,j->ij',np.ones(N),freqs)
-
-#Laplacian
-freqs = freqs_2d**2 + freqs_2d.T**2
-freqs[0, 0] = 1.
-
-#Fourier transform of Temperature field
-T = np.fft.fft2(q)/freqs
-T[0,0] = 0
-
-#Temperature field after 
-T = np.fft.ifft2(T)
-
-T[0,:]=0
-T[N-1,:]=0
-T[:,N-1]=0
-T[:,0]=0
-
-
-# plt.imshow(T.real)
-
-fig = plt.figure()
-ax = fig.gca(projection='3d')
-X = np.linspace(-1, 1, N)
-X_2d = np.einsum('i,j->ij',np.ones(N),X)
-fig.suptitle('Temperature distribution')
-surf = ax.plot_surface(X_2d, X_2d.T, T.real, cmap=cm.coolwarm,antialiased=False)
-
-
-fig = plt.figure()
-plt.plot(X_2d[0, :], T.real[:, 0])
-fig.suptitle('Temperature distribution section at border')
-
-
-plt.show()
\ No newline at end of file
diff --git a/work/week12/starting_point/generate_input.py b/work/week12/starting_point/generate_input.py
index aed52f0..477892c 100644
--- a/work/week12/starting_point/generate_input.py
+++ b/work/week12/starting_point/generate_input.py
@@ -1,44 +1,123 @@
 import numpy as np
-
+import math
 import argparse
 import matplotlib.pyplot as plt
 from mpl_toolkits.mplot3d import Axes3D
 from matplotlib import cm
 
+
+def is_square(apositiveint):
+    """Define if a value is square or not."""
+    x = apositiveint // 2
+    seen = set([x])
+    while x * x != apositiveint:
+        x = (x + (apositiveint // x)) // 2
+        if x in seen:
+            return False
+        seen.add(x)
+    return True
+
+
 parser = argparse.ArgumentParser()
 parser.add_argument("number", help="number of particles", type=int)
 parser.add_argument("filename", help="name of generated input file")
+parser.add_argument("temperature_distribution",
+                    help="initial temperature distribution.\nType can be: 'homogeneous', 'random'")
+parser.add_argument("heat_distribution_type",
+                    help="type of heat distribution.\nType can be: 'null', 'linear', 'circular'")
+parser.add_argument("plotFlag", help="Plot heat distribution flag (True or False)")
 
 args = parser.parse_args()
-N=args.number**2
-# positions = 50*np.random.random((N, 3))
-velocity = np.zeros((N, 3))
-force = velocity.copy()
+# Get number of particles
+N = int(args.number)
+N_squared = int(math.sqrt(N))
+if not(is_square(N)):
+    raise ValueError(
+        "Number of particles must be square")
+
+positions = np.zeros((N, 3))
+velocity = positions.copy()
+force = positions.copy()
 masses = 1e0*(np.random.random((N, 1)) + 1)
-# temperature = 1e1*np.random.random((args.number, 1))
-temperature = 5*np.ones((N, 1))
+if args.temperature_distribution == "homogeneous":
+    temperature = 5*np.ones((N, 1))
+elif args.temperature_distribution == "random":
+    temperature = 1e1*np.random.random((args.number, 1))
+else:
+    raise ValueError(
+        "temperature_distribution can either be 'homogeneous' or 'random'")
+
+# Set homogeneous heat_rate for all the particles
 heat_rate = 3.14*np.ones((N, 1))
-q=np.zeros(N)
-positions=np.zeros((N,3))
-#Setting the Radius length
-R=1./3
-q = np.zeros((args.number,args.number))
-heat_distribution=np.zeros((N,1))
 
-#Implementing Heat distribution
-index=0;
-for i in range(0,args.number):
-    for j in range(0,args.number):
-        h=-1+2*float(i)/args.number;
-        k=-1+2*float(j)/args.number;
-       	index+=1
-        positions[index-1,:]=[h,k,0]
-        if (h**2+k**2<R ):
-        	heat_distribution[index-1]=1
+# Set heat distribution
+if args.heat_distribution_type == "null":
+    heat_distribution_square = np.zeros((N_squared, N_squared))
+    index = 0
+    for i in range(0, N_squared):
+        for j in range(0, N_squared):
+            h = -1+2*float(i)/(N_squared-1)
+            k = -1+2*float(j)/(N_squared-1)
+            index += 1
+            positions[index-1, :] = [h, k, 0]
+elif args.heat_distribution_type == "linear":
+    heat_distribution_square = np.zeros((N_squared, N_squared))
+    index = 0
+    for i in range(0, N_squared):
+        for j in range(0, N_squared):
+            h = -1+2*float(i)/(N_squared-1)
+            k = -1+2*float(j)/(N_squared-1)
+            index += 1
+            positions[index-1, :] = [h, k, 0]
+            if (j == int(N_squared/4)):
+                heat_distribution_square[i, j] = 1
+            elif (j == int(3*N_squared/4)):
+                heat_distribution_square[i, j] = -1
+elif args.heat_distribution_type == "circular":
+    heat_distribution_square = np.zeros((N_squared, N_squared))
+    # Setting the Radius length
+    R = 1./3
+    index = 0
+    for i in range(0, N_squared):
+        for j in range(0, N_squared):
+            h = -1+2*float(i)/(N_squared-1)
+            k = -1+2*float(j)/(N_squared-1)
+            index += 1
+            positions[index-1, :] = [h, k, 0]
+            if (h**2+k**2 < R):
+                heat_distribution_square[i, j] = 1
+else:
+    raise ValueError(
+        "heat_distribution_type can be 'null', 'linear', or 'circular'")
 
+heat_distribution_line = np.zeros((N, 1))
+heat_distribution = np.zeros((N_squared, N_squared))
+L = 2
+freqs = np.fft.fftfreq(N_squared)*2*np.pi/L*N_squared
+freqs_2d = np.einsum('i,j->ij', np.ones(N_squared), freqs)
+freqs = freqs_2d**2 + freqs_2d.T**2
+freqs[0, 0] = 1.
+heat_distribution = np.fft.fft2(heat_distribution_square)/freqs
+heat_distribution[0, 0] = 0.
+heat_distribution = np.fft.ifft2(heat_distribution)
 
+# Ploting the Heat Field
+if args.plotFlag == "true":
+    fig = plt.figure()
+    ax = fig.gca(projection='3d')
+    X = np.linspace(-1, 1, N_squared)
+    X_2d = np.einsum('i,j->ij', np.ones(N_squared), X)
+    surf = ax.plot_surface(X_2d, X_2d.T, heat_distribution.real,
+                           cmap=cm.coolwarm, antialiased=False)
+    fig.suptitle('Heat distribution ')
+    plt.xlabel('X')
+    plt.ylabel('Y')
+    plt.show()
 
+heat_distribution_line = np.reshape(
+    heat_distribution.real, (np.product(heat_distribution.real.shape), 1))
 
+# Save data into csv file
 file_data = np.hstack((positions, velocity, force, masses,
-                       temperature, heat_rate,heat_distribution))
+                       temperature, heat_rate, heat_distribution_line))
 np.savetxt(args.filename, file_data, delimiter=" ")
diff --git a/work/week12/starting_point/test.csv b/work/week12/starting_point/test.csv
index 0fd5177..956baa7 100644
--- a/work/week12/starting_point/test.csv
+++ b/work/week12/starting_point/test.csv
@@ -1,10 +1,576 @@
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