\n",
" "
],
"text/plain": [
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure()\n",
"ax = fig.add_subplot(111, projection='3d')\n",
"\n",
"ax.scatter(g_allowed[ZOLZ,0], g_allowed[ZOLZ,1], g_allowed[ZOLZ,2], c='red')\n",
"ax.scatter(g_allowed[HOLZ,0], g_allowed[HOLZ,1], g_allowed[HOLZ,2], c='blue')\n",
"\n",
"ax.scatter(cent[0], cent[1], cent[2], c='green')\n",
"ax.plot((cent[0], 0), (cent[1], 0), (cent[2],0)) \n",
"33\n",
"ax.set_xlim([-5, 5])\n",
"ax.set_ylim([-5, 5])\n",
"ax.set_zlim([-5, 5])\n",
"ax.set_xlabel(r'scattering angle in (1/$\\AA$)')\n",
"ax.set_ylabel(r'scattering angle in (1/$\\AA$)')\n",
"ax.set_zlabel(r'scattering angle in (1/$\\AA$)')\n",
"\n",
"ax.set_aspect(\"equal\"); \n",
"plt.tight_layout(); "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Projection\n",
"We need to project the active reciprocal points onto the plane perpendicular to the zone axis.\n",
"\n",
"For that we tilt the zone axis onto the z-axis\n",
"\n",
"We use the spherical coordinates to determine the rotation matrix"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Rotation theta 90.0 phi 45.0\n",
"[[ 0. -0.707 0.707]\n",
" [ 0. 0.707 0.707]\n",
" [-1. 0. 0. ]]\n",
"\n",
" Zone axis can now be rotated parallel to z axis\n",
"[0. 0. 0.2604]\n"
]
}
],
"source": [
"def get_rotation_matrix(zone):\n",
" \n",
" #spherical coordinates of zone\n",
" r = np.linalg.norm(zone)\n",
" theta = np.arccos(zone[2]/r)\n",
" if zone[0] < 0:\n",
" theta = -theta\n",
" if zone[0] == 0:\n",
" phi= np.pi/2\n",
" else: \n",
" phi = (np.arctan(zone[1]/zone[0]))\n",
"\n",
" print('Rotation theta ',np.degrees(theta),' phi ',np.degrees(phi))\n",
"\n",
" #first we rotate phi about z-axis\n",
" c, s = np.cos(phi), np.sin(phi)\n",
" rotz = np.array([[c, -s , 0],[s,c,0],[0,0,1]])\n",
"\n",
" # second we rotate theta about y-axis\n",
" c, s = np.cos(theta), np.sin(theta)\n",
" roty = np.array([[c, 0 ,s],[0,1,0],[-s,0,c]])\n",
" \n",
" # the rotation now makes z-axis coincide with plane normal\n",
" return np.dot(rotz,roty), np.degrees(theta), np.degrees(phi)\n",
"# zone axis in global coordinate system\n",
"\n",
"zone_vector = np.dot(zone_hkl,reciprocal_unit_cell)\n",
"rotation_matrix, theta, phi = get_rotation_matrix(zone_vector)\n",
"\n",
"print(np.round(rotation_matrix, 3))\n",
"\n",
"print('\\n Zone axis can now be rotated parallel to z axis')\n",
"print(np.round(np.dot(zone_vector,rotation_matrix), 4))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Rotation\n",
"We use the rotation matrix to rotate all lattice vectors"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[ 0. 0. 40.047]\n"
]
}
],
"source": [
"K0_vector_rotated = np.dot(cent, rotation_matrix)\n",
"cent_rotated = K0_vector_rotated\n",
"print(np.round(cent_rotated, 3))\n",
"\n",
"g_hkl_rotated = np.dot(g_allowed, rotation_matrix)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now we can plot these diffraction spots in 2D by just setting the z-coordinate to zero. That is our projection procedure."
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "825466a67c9d4acd8dcd430b45cd8611",
"version_major": 2,
"version_minor": 0
},
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",
"text/html": [
"\n",
"
\n",
"
\n",
" Figure\n",
"
\n",
" \n",
"
\n",
" "
],
"text/plain": [
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure()\n",
"ax = fig.add_subplot(111, projection='3d')\n",
"\n",
"ax.scatter(g_hkl_rotated[ZOLZ,0], g_hkl_rotated[ZOLZ,1], g_hkl_rotated[ZOLZ,2]+10, c='red')\n",
"ax.scatter(g_hkl_rotated[HOLZ,0], g_hkl_rotated[HOLZ,1], g_hkl_rotated[HOLZ,2]+10, c='blue')\n",
"\n",
"ax.scatter(g_hkl_rotated[ZOLZ,0], g_hkl_rotated[ZOLZ,1], 0, c='red')\n",
"ax.scatter(g_hkl_rotated[HOLZ,0], g_hkl_rotated[HOLZ,1], 0, c='blue')\n",
"\n",
"ax.set_xlim([-10,10])\n",
"ax.set_ylim([-10,10])\n",
"ax.set_zlim([0,12])\n",
"ax.set_xlabel(r'scattering angle in (1/$\\AA$)')\n",
"ax.set_ylabel(r'scattering angle in (1/$\\AA$)')\n",
"ax.set_zlabel(r'scattering angle in (1/$\\AA$)')\n",
"\n",
"#ax.set_aspect(\"equal\"); \n",
"plt.tight_layout(); plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"In the above graph the z-axis is much smaller than the x-, y-axis.\n",
"\n",
"In perspective to the incident beam wave vector the ewald sphere appears almost flat."
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "7adb1e01fb694195937557179d5f8822",
"version_major": 2,
"version_minor": 0
},
"image/png": 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",
"text/html": [
"\n",
"
\n",
"
\n",
" Figure\n",
"
\n",
" \n",
"
\n",
" "
],
"text/plain": [
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure()\n",
"ax = fig.add_subplot(111, projection='3d')\n",
"\n",
"ax.scatter(g_hkl_rotated[ZOLZ,0], g_hkl_rotated[ZOLZ,1], g_hkl_rotated[ZOLZ,2]+10, c='red')\n",
"ax.scatter(g_hkl_rotated[HOLZ,0], g_hkl_rotated[HOLZ,1], g_hkl_rotated[HOLZ,2]+10, c='blue')\n",
"\n",
"ax.scatter(cent_rotated[0], cent_rotated[1], cent_rotated[2], c='green')\n",
"ax.plot((cent_rotated[0], 0), (cent_rotated[1], 0), (cent_rotated[2],0)) \n",
"#ax.set_aspect(\"equal\"); \n",
"ax.set_xlabel(r'scattering angle in (1/$\\AA$)')\n",
"ax.set_ylabel(r'scattering angle in (1/$\\AA$)')\n",
"ax.set_zlabel(r'scattering angle in (1/$\\AA$)')\n",
"\n",
"plt.tight_layout();"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### 2D projection\n",
"To compare this simulation with an experimental diffraction pattern, we only need the 2D projection.\n",
"\n",
"Please note that all calculations were done without rotation. Only the plotting requires that. So rotation and setting the z-coordinate to zero is our projection procedure."
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "8fb99d0b312140ba96b75e3ae37003ab",
"version_major": 2,
"version_minor": 0
},
"image/png": 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",
"text/html": [
"\n",
"
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"
\n",
" Figure\n",
"
\n",
" \n",
"
\n",
" "
],
"text/plain": [
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure()\n",
"ax = fig.add_subplot(111)\n",
"\n",
"ax.scatter(g_hkl_rotated[ZOLZ,0], g_hkl_rotated[ZOLZ,1], c='red')\n",
"ax.scatter(g_hkl_rotated[HOLZ,0], g_hkl_rotated[HOLZ,1], c='blue')\n",
"## Add indices\n",
"#for i in range (ZOLZ_plot.sum()):\n",
"# ax.text(g_hk_rotated[ZOLZ_plot][i,0]-2.5, g_hk_rotated[ZOLZ_plot][i,1]+1.2,hkl[ZOLZ_plot][i], fontsize=10)\n",
"#for i in range (HOLZ_plot.sum()):\n",
"# ax.text(g_hk_rotated[HOLZ_plot][i,0]-2.5, g_hk_rotated[HOLZ_plot][i,1]+1.2,hkl[HOLZ_plot][i], fontsize=10)\n",
"ax.set_aspect(\"equal\")\n",
"ax.set_xlabel(r'scattering angle in (1/$\\AA$)')\n",
"ax.set_ylabel(r'scattering angle in (1/$\\AA$)')\n",
"ax.set_xlim([-6, 6])\n",
"ax.set_ylim([-6, 6])\n",
"\n",
"plt.tight_layout();"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Error in 2D projection\n",
"For this projection,\n",
"there is only a small error for high acceleration volatges because the Ewald sphere is very flat. \n",
"But really we need to calculate where the rays from the center of the Ewald sphere cross the detector plane.\n",
"\n",
"A easy way to accomplish this more accurate and universal projection is using **spherical coordinates**.\n",
"The distance from center is related to \n",
"- the polar angle $\\theta$ and\n",
"- the azimutal angle $\\phi$ is directly related to the in plane distribution.\n",
"\n",
"For the calculation, we need to put the origin in the center of the Ewald sphere, which is an addition to the z-variable for the rotated reciprocal lattice points.\n",
"\n",
"And then with $r = \\sqrt{x^2 + y^2 + z^2}$:\n",
"$$ \\theta = \\arccos(\\frac{z}{r})$$\n",
"$$ \\phi = \\arctan (y/x) = atan2(y,x)$$\n",
"The angles with respect to the different quandrants are take care with the numpy function **np.arctan2**, which gives the angle to the positive x axis. "
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [],
"source": [
"r= np.linalg.norm(g_hkl_rotated, axis=1)\n",
"\n",
"g_spherical = g_hkl_rotated[r > 0]\n",
"r_spherical = r[r > 0]\n",
"theta = np.arctan( r_spherical/ K0_magnitude)\n",
"\n",
"phi = np.arctan2(g_spherical[:, 0], g_spherical[:, 1])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"So now we can plot the diffraction pattern in mrad"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 0, 'angle (mrad)')"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "1534d9e533d7439dbef0ae115154ae24",
"version_major": 2,
"version_minor": 0
},
"image/png": 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",
"text/html": [
"\n",
"
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"
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" Figure\n",
"
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" \n",
"
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" "
],
"text/plain": [
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"x = theta*np.cos(phi)*1000 # in mrad\n",
"y = theta*np.sin(phi)*1000\n",
"\n",
"plt.figure()\n",
"plt.scatter(x[ZOLZ[r > 0]], y[ZOLZ[r > 0]])\n",
"plt.scatter(x[HOLZ[r > 0]], y[HOLZ[r > 0]])\n",
"\n",
"plt.axis('equal')\n",
"plt.xlabel('angle (mrad)')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"or in 1/nm with the trigonometeric determination of the radial distance with the magnitude of the incident wavevector $|\\vec{K_0}|$"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 0, 'reciprocal distance (1/nm)')"
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "75ef619808fc4d98817da062e785cc5f",
"version_major": 2,
"version_minor": 0
},
"image/png": 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",
"text/html": [
"\n",
"
\n",
"
\n",
" Figure\n",
"
\n",
" \n",
"
\n",
" "
],
"text/plain": [
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# ---- Input -----\n",
"rotation = np.radians(30)\n",
"# ----------------\n",
"x = r_spherical *np.cos(phi)*10 # 1/A*10 = 1/nm\n",
"y = r_spherical * np.sin(phi)*10\n",
"\n",
"plt.figure()\n",
"plt.scatter(x[ZOLZ[r>0]], y[ZOLZ[r>0]])\n",
"plt.axis('equal')\n",
"plt.xlabel('reciprocal distance (1/nm)')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"As we will see later on, there are many advantages to keep the reciprocal reflections in polar coordinates.\n",
"\n",
"One advantage is that to rotate the diffraction pattern we only need to add a value to the the azimutal angle $\\phi$"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 0, 'reciprocal distance (1/nm)')"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "e492ce8a085b4007b7291547bf4b582e",
"version_major": 2,
"version_minor": 0
},
"image/png": 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",
"text/html": [
"\n",
"
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"
\n",
" Figure\n",
"
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" \n",
"
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" "
],
"text/plain": [
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# ---- Input -----\n",
"rotation = np.radians(30)\n",
"# ----------------\n",
"x = r_spherical *np.cos(phi+rotation)*10\n",
"y = r_spherical * np.sin(phi+rotation)*10\n",
"\n",
"plt.figure()\n",
"plt.scatter(x[ZOLZ[r>0]], y[ZOLZ[r>0]])\n",
"plt.axis('equal')\n",
"plt.xlabel('reciprocal distance (1/nm)')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Forbidden Reflections\n",
"We can now pot the forbidden reflections into this diffraction pattern.\n",
"\n",
"As can be seen the first order Laue Zone (SOLZ) is completely forbidden as are all the other odd Laue Zones.\n"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "b0b388baa83b41a1b2a2973a66565572",
"version_major": 2,
"version_minor": 0
},
"image/png": 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",
"text/html": [
"\n",
"
\n",
"
\n",
" Figure\n",
"
\n",
" \n",
"
\n",
" "
],
"text/plain": [
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"\n",
"fig = plt.figure()\n",
"ax = fig.add_subplot(111)\n",
"forbidden = np.dot(g_forbidden, rotation_matrix)\n",
"ax.scatter(forbidden[:,0], forbidden[:,1], c='green', alpha = 0.5, label='forbidden')\n",
"\n",
"ax.scatter(g_hkl_rotated[ZOLZ,0], g_hkl_rotated[ZOLZ,1], c='red', label='ZOLZ')\n",
"ax.scatter(g_hkl_rotated[HOLZ,0], g_hkl_rotated[HOLZ,1], c='blue', label='HOLZ')\n",
"ax.set_aspect('equal')\n",
"ax.set_xlabel(r'scattering angle in (1/$\\AA$)')\n",
"ax.set_ylabel(r'scattering angle in (1/$\\AA$)')\n",
"plt.legend()\n",
"ax.set_xlim([-6, 6])\n",
"ax.set_ylim([-6, 6])\n",
"\n",
"plt.tight_layout()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Kinematic Scattering with pyTEMlib\n",
"the kinematic scattering plots can be calculated with the provided kinematic_scattering module of pyTEMlib. All data are gathered in a python dictionary named atoms.info .\n",
" \n",
"All *experimental* parameter are stored in *atoms.info['experimental']* dictionary and serve as an input to the kinematic scattering calculations.\n",
"\n",
"All results from the kinematic scattering library are stored in the *diff_dict* dictionary\n",
" \n",
"Any additional parameter for the output is stored in the *diff_dict['output']* dictionary\n",
" \n",
" "
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Of the 1070 possible reflection 202 are allowed.\n",
"Of those, there are 34 in ZOLZ and 168 in HOLZ\n",
"Of the 66 forbidden reflection in ZOLZ 16 can be dynamically activated.\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"C:\\Users\\gduscher\\AppData\\Local\\anaconda3\\Lib\\site-packages\\pyTEMlib\\diffraction_tools\\diffraction_plot.py:810: UserWarning: No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n",
" plt.legend()\n"
]
},
{
"data": {
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"version_major": 2,
"version_minor": 0
},
"image/png": 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",
"text/html": [
"\n",
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"
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" Figure\n",
"
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" \n",
"
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" "
],
"text/plain": [
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# copy experimental conditions into the tags directory\n",
"atoms.info['experimental'] = {}\n",
"atoms.info['experimental']['acceleration_voltage_V'] = acceleration_voltage_V\n",
"\n",
"atoms.info['experimental']['convergence_angle_mrad'] = 0\n",
"\n",
"atoms.info['experimental']['zone_hkl'] = zone_hkl # incident nearest zone axis: defines Laue Zones!!!!\n",
"atoms.info['experimental']['mistilt'] = np.array([0, 0, 0]) # mistilt in degrees\n",
"\n",
"atoms.info['experimental']['Sg_max'] = Sg_max # 1/Ang maximum allowed excitation error ; This parameter is related to the thickness\n",
"atoms.info['experimental']['hkl_max'] = hkl_max # Highest evaluated Miller indices\n",
"# calculate kinematic scattering data\n",
"diff_dict = {}\n",
"diff_dict = pyTEMlib.diffraction_tools.get_bragg_reflections(atoms, atoms.info['experimental'], verbose=True) \n",
"atoms.info['experimental']['plot_FOV'] = 4\n",
"\n",
"# plot diffraction pattern\n",
"diff_dict['output'] = pyTEMlib.diffraction_tools.plot_saed_parameter()\n",
"diff_dict['output']['color_reflections'] = None\n",
"\n",
"diff_dict['output']['plot_labels'] = False\n",
"diff_dict['output']['plot_Kikuchi'] = False\n",
"diff_dict['output']['plot_dynamically_allowed'] = False\n",
"v = pyTEMlib.diffraction_tools.plot_diffraction_pattern(diff_dict)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Generating Spot Pattern\n",
"What needs to be done for a spot pattern\n",
"\n",
"1. Generate the reciprocal lattice\n",
"2. Rotate zone axis to coincide with z-axis; Rotate reciprocal lattice the same way.\n",
"3. Select all reciprocal lattice points that have an excitation error smaller than S$_{max}$.\n",
"4. Determine the allowed reflections of those reciprocal lattice points.\n",
"5. Plot these spots (projection is done by ignoring z-axis value, which is the Laue zone).\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Dynamically Activated Reflections\n",
"Forbidden Reflection that are a linear combination of two scattering events are called dynamically activated.\n",
"\n",
"For example, the combination of $[111] + [1\\bar{1}\\bar{1}]$ reflection gives the in silicon forbidden $[200]$ reflection,\n",
"visible in any $\\{110\\}$ diffraction pattern of silicon.\n",
"\n",
"> Here we test all combinations of any pair of allowed reflections to see whether they are a forbidden one,\n",
"in which case they are dynamically activated or dynamically allowed"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
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"version_major": 2,
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},
"image/png": 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",
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"
\n",
" Figure\n",
"
\n",
" \n",
"
\n",
" "
],
"text/plain": [
"Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"hkl_allowed = diff_dict['allowed']['hkl']\n",
"hkl_forbidden = diff_dict['forbidden']['hkl'].tolist()\n",
"indices = range(len(hkl_allowed))\n",
"combinations = [list(x) for x in itertools.permutations(indices, 2)]\n",
"\n",
"dynamically_allowed = np.zeros(len(hkl_forbidden), dtype=bool)\n",
"for [i, j] in combinations:\n",
" possible = (hkl_allowed[i] + hkl_allowed[j]).tolist()\n",
" if possible in hkl_forbidden:\n",
" dynamically_allowed[hkl_forbidden.index(possible)] = True\n",
"\n",
"fig = plt.figure()\n",
"\n",
"points = pyTEMlib.diffraction_tools.plotting_coordinates(diff_dict['allowed']['g'])\n",
"plt.scatter(points[:,0], points[:,1], label='allowed', color='blue')\n",
"#plt.scatter(points[:,0], points[:,1])\n",
"points = pyTEMlib.diffraction_tools.plotting_coordinates(diff_dict['forbidden']['g'])\n",
"plt.scatter(points[np.logical_not(dynamically_allowed),0], points[np.logical_not(dynamically_allowed), 1],\n",
" color='green', alpha=0.2, label='forbidden')\n",
"\n",
"plt.scatter(points[dynamically_allowed, 0], points[dynamically_allowed, 1],color='orange', alpha=0.5, label='dynamically allowed')\n",
"plt.legend()\n",
"plt.axis('equal');"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### With kinematic_scattering library of pyTEMlib"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Of the 1070 possible reflection 202 are allowed.\n",
"Of those, there are 34 in ZOLZ and 168 in HOLZ\n",
"Of the 66 forbidden reflection in ZOLZ 16 can be dynamically activated.\n"
]
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "676d03aa1c424ec39db8e49ecccf4774",
"version_major": 2,
"version_minor": 0
},
"image/png": 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",
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