{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "c1b76998", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "-358.4 358.4\n" ] } ], "source": [ "import meep as mp\n", "mp.verbosity(1)\n", "\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "resolution = 5 #[px/um]\n", "\n", "#all dimensions in [um]\n", "lda0 = 1.55\n", "freq0 = 1 / lda0\n", "wvl_min = 1.5\n", "wvl_max = 1.6\n", "wvl_cen = lda0\n", "fmin = 1/wvl_max\n", "fmax = 1/wvl_min\n", "fcen = 1/wvl_cen\n", "df = fmax-fmin\n", "fwidth = df\n", "nfreq = 1\n", "\n", "dpml = 0.5 #PML thickness\n", "dsub = 0.2*lda0 #substrate thickness\n", "#dpad = dsub #padding between cell and PML\n", "\n", "n_si = 3.45 #silicon refractive index\n", "si = mp.Medium(index = n_si)\n", "n_sio2 = 1.45\n", "sio2 = mp.Medium(index = n_sio2)\n", "n_air = 1.0 #air refractive index\n", "air = mp.Medium(index = n_air)\n", "\n", "P = 0.7 #unit cell pitch [um]\n", "unit_cell_pitch = P\n", "h = 0.9 #pillar height [um]\n", "\n", "#propgation distances\n", "d0 = 535 #[um]\n", "d1 = 415 #[um]\n", "d2 = d0 #[um]\n", "\n", "Nx = 1025 #pixels per dimension\n", "Ny = Nx\n", "nx = (Nx - 1) // 2 #indices without axes (= #512)\n", "ny = (Ny - 1) // 2\n", "dof = 2*((nx + 1)**2) #number of degrees of freedom per metasurface\n", "S = Nx * Ny\n", "\n", "size_x = unit_cell_pitch * Nx #actual physical size\n", "size_y = unit_cell_pitch * Ny\n", "\n", "xs = np.arange(-Nx//2+1, Nx//2+1) * (size_x / Nx)\n", "ys = np.arange(-Ny//2+1, Ny//2+1) * (size_y / Ny)\n", "print(xs[0],xs[-1])\n", "X, Y = np.meshgrid(xs, ys)\n", "rho = np.sqrt(X**2 + Y**2)" ] }, { "cell_type": "code", "execution_count": null, "id": "fa557135", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "####################################################\n", "#LOAD PHASE MASK\n", "#___________________________________________________\n", "#load the phase mask data\n", "phase_mask_filename = \"../results_sym/optimized_phase_mask_1.npy\"\n", "phase_mask = np.load(phase_mask_filename)\n", "\n", "fig, ax = plt.subplots()\n", "im = ax.pcolormesh(X, Y, phase_mask, cmap='hsv', shading='auto')\n", "ax.set_xlabel('X [um]')\n", "ax.set_ylabel('Y [um]')\n", "fig.show()\n", "\n", "#sim_domain_pixel_size = #full simulation domain (full axis)\n", "sim_domain_size = 140 #[um]\n", "\n", "max_sim_radius = 60\n", "\n", "X_quadrant = X[nx:, ny:]\n", "xs_quadrant = xs[nx:]\n", "xs_sim = xs[np.abs(xs) <= sim_domain_size/2]\n", "xs_sim_quadrant = xs_quadrant[np.abs(xs_quadrant) <= sim_domain_size/2]\n", "\n", "Y_quadrant = Y[nx:, ny:]\n", "ys_quadrant = ys[ny:]\n", "ys_sim = ys[np.abs(ys) <= sim_domain_size/2]\n", "ys_sim_quadrant = ys_quadrant[np.abs(ys_quadrant) <= sim_domain_size/2]\n", "\n", "X_sim, Y_sim = np.meshgrid(xs_sim, ys_sim)\n", "\n", "phase_mask_quadrant = phase_mask[nx:, ny:]\n", "\n", "fig, ax = plt.subplots()\n", "im = ax.pcolormesh(X_quadrant, Y_quadrant, phase_mask_quadrant, cmap='hsv', shading='auto')\n", "ax.set_xlabel('X [um]')\n", "ax.set_ylabel('Y [um]')\n", "ax.set_ybound(0,sim_domain_size/2)\n", "ax.set_xbound(0,sim_domain_size/2)\n", "fig.show()\n" ] }, { "cell_type": "code", "execution_count": 3, "id": "098a77d3", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "####################################################\n", "#UNIT CELL DATA\n", "#___________________________________________________\n", "#import the unit-cell transmission coefficient data\n", "unit_cell_diameters = np.load(\"../unit_cell/unit_cell_center_1550_h900nm_res50_wvl_diameters.npy\")\n", "unit_cell_mode_phase = np.load(\"../unit_cell/unit_cell_center_1550_h900nm_res50_wvl_mode_phase.npy\")\n", "unit_cell_mode_phase = np.unwrap(unit_cell_mode_phase - unit_cell_mode_phase[0]) #normalize to 0 phase at smallest diameter\n", "unit_cell_mode_tran = np.load(\"../unit_cell/unit_cell_center_1550_h900nm_res50_wvl_mode_tran.npy\")\n", "\n", "#make a plot of the unit-cell transmission coefficient\n", "fig, ax = plt.subplots(1, 2, figsize=(10, 4))\n", "ax[0].plot(unit_cell_diameters, unit_cell_mode_phase, 'r-', marker='o', label='Phase')\n", "ax[0].set_xlabel('Diameter (um)')\n", "ax[0].set_ylabel('Phase (rad)')\n", "ax[1].plot(unit_cell_diameters, unit_cell_mode_tran, 'b-', marker='o', label='Transmission')\n", "ax[1].set_xlabel('Diameter (um)')\n", "ax[1].set_ylabel('Amplitude')\n", "ax[0].legend()\n", "ax[1].legend()\n", "plt.show()\n", "####################################################" ] }, { "cell_type": "code", "execution_count": 4, "id": "e8617b05", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of pillars in simulation domain: 5859\n" ] } ], "source": [ "pillars_geo = []\n", "D_vals = []\n", "theta = unit_cell_mode_phase\n", "\n", "for i, x in enumerate(xs_sim_quadrant):\n", " for j, y in enumerate(ys_sim_quadrant):\n", " if np.sqrt(x**2 + y**2) > max_sim_radius:\n", " continue\n", " else:\n", " required_diameter = np.interp(phase_mask_quadrant[i,j], theta, unit_cell_diameters)\n", " #round the required diameter up to three decimal places (nm)\n", " required_diameter = np.round(required_diameter, 3)\n", " D_vals.append(required_diameter)\n", " pillar_geo = mp.Cylinder(\n", " material=si,\n", " radius=required_diameter/2, \n", " height=h,\n", " center=mp.Vector3(x, y, h/2), \n", " axis=mp.Vector3(0, 0, 1),\n", " )\n", " pillars_geo.append(pillar_geo)\n", "print(\"Number of pillars in simulation domain: \", len(pillars_geo))" ] }, { "cell_type": "code", "execution_count": 5, "id": "cece7e67", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#import the input field (just before MS1)\n", "input_field = np.load(\"../results_sym/input_field.npy\")\n", "\n", "mask = (np.abs(X) <= sim_domain_size/2) & (np.abs(Y) <= sim_domain_size/2)\n", "\n", "eta_0 = 1 #due to meep's internal normalization\n", "Ex_field_after_MS1 = input_field * np.exp(1j*phase_mask) / np.max(np.abs(input_field))\n", "\n", "Ex_field_after_MS1_sim = Ex_field_after_MS1[mask].reshape((len(xs_sim), len(ys_sim)))\n", "Hy_field_after_MS1_sim = Ex_field_after_MS1_sim / eta_0\n", "\n", "fig, ax = plt.subplots()\n", "im = ax.pcolormesh(X_sim, Y_sim, np.abs(Ex_field_after_MS1_sim))\n", "ax.set_xlabel('X [um]')\n", "ax.set_ylabel('Y [um]')\n", "\n", "fig.colorbar(im, ax=ax)\n", "\n", "fig,ax = plt.subplots()\n", "im = ax.pcolormesh(X_sim, Y_sim, (np.angle(Ex_field_after_MS1_sim)+2*np.pi)%(2*np.pi), cmap='hsv', shading='auto')\n", "ax.set_xlabel('X [um]')\n", "ax.set_ylabel('Y [um]')\n", "\n", "fig.colorbar(im, ax=ax)" ] }, { "cell_type": "markdown", "id": "c62a7bdb", "metadata": {}, "source": [ "for the equivalence principle, if we want to use the field after MS1\n", "as an actual source, we need to define proper magnetic and electric currents\n", "we assume the input electric field is polarized along the x-axis\n", "and the magnetic field is polarized along the y-axis.\n", "Specifying both electric and magnetic fields is necessary\n", "to obtain a directional source. " ] }, { "cell_type": "code", "execution_count": 6, "id": "86c231e6", "metadata": {}, "outputs": [], "source": [ "#define the source field dataset\n", "source_position = mp.Vector3(0,0,-0.1)\n", "\n", "#the surface currents due to the equivalance principle are:\n", "#Js_x = -Hy_field_after_MS1\n", "#Ms_y = -Ex_field_after_MS1\n", "\n", "sources = [\n", " mp.Source(#electric current\n", " src=mp.GaussianSource(frequency=freq0, fwidth=fwidth),\n", " component=mp.Ex,\n", " center=source_position,\n", " size=mp.Vector3(sim_domain_size, sim_domain_size, 0),\n", " amplitude=-1,\n", " amp_data=Hy_field_after_MS1_sim[:, :, np.newaxis]\n", " ),\n", "\n", " mp.Source(#magnetic current\n", " src=mp.GaussianSource(frequency=freq0, fwidth=fwidth),\n", " component=mp.Hy,\n", " center=source_position,\n", " size=mp.Vector3(sim_domain_size, sim_domain_size, 0),\n", " amplitude=-1,\n", " amp_data=Ex_field_after_MS1_sim[:, :, np.newaxis]\n", " ),\n", "]" ] }, { "cell_type": "code", "execution_count": 7, "id": "3d3b74dc", "metadata": {}, "outputs": [], "source": [ "pml_layers = [mp.PML(dpml)]\n", "\n", "Lx = sim_domain_size + 2*dpml\n", "Ly = sim_domain_size + 2*dpml\n", "Lz = 2*dpml + 0.4\n", "\n", "cell_size = mp.Vector3(Lx, Ly, Lz)" ] }, { "cell_type": "code", "execution_count": 8, "id": "06971828", "metadata": {}, "outputs": [], "source": [ "sim = mp.Simulation(\n", " resolution=resolution,\n", " cell_size = cell_size,\n", " boundary_layers = pml_layers,\n", " default_material = air,\n", " sources = sources,\n", " symmetries = [mp.Mirror(0, phase=-1), mp.Mirror(1, phase=+1)]\n", ")" ] }, { "cell_type": "code", "execution_count": 15, "id": "38796b96", "metadata": {}, "outputs": [], "source": [ "#far field points for projection monitor\n", "ff_resolution = 1\n", "ff_plane_size = 30 #[um]\n", "\n", "xs_far = np.linspace(-ff_plane_size/2, ff_plane_size/2, ff_resolution * ff_plane_size)\n", "ys_far = np.linspace(-ff_plane_size/2, ff_plane_size/2, ff_resolution * ff_plane_size)\n", "\n", "X_far, Y_far = np.meshgrid(xs_far, ys_far)\n", "\n", "projection_distance = h + d1 - lda0 / 2\n", "\n", "near_region_monitor = mp.Near2FarRegion(\n", " center=mp.Vector3(0, 0, 0),\n", " size=mp.Vector3(sim_domain_size, sim_domain_size, 0),\n", ")\n", "\n", "n2f_obj = sim.add_near2far([freq0], near_region_monitor)\n", "\n", "#flux_mon = sim.add_flux(\n", "# [fcen],\n", "# mp.FluxRegion(center=mp.Vector3(0,0,0), size=mp.Vector3(sim_domain_size, sim_domain_size, 0))\n", "# )" ] }, { "cell_type": "code", "execution_count": 10, "id": "faa19667", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "plot_xz_plane = mp.Volume(center=mp.Vector3(0,0,0), size=mp.Vector3(Lx, 0, Lz))\n", "sim.plot2D(ax=ax,output_plane=plot_xz_plane)\n", "ax.set_aspect('auto')" ] }, { "cell_type": "code", "execution_count": 11, "id": "6c0f7961", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "-----------\n", "Initializing structure...\n", "Padding x to even number of grid points.\n", "Padding y to even number of grid points.\n", "Halving computational cell along direction x\n", "Halving computational cell along direction y\n", "time for choose_chunkdivision = 0.002388 s\n", "Working in 3D dimensions.\n", "Computational cell is 141 x 141 x 1.4 with resolution 5\n", "time for set_epsilon = 1.77537 s\n", "-----------\n", "on time step 1 (time=0.1), 6.54313 s/step\n", "on time step 143 (time=14.3), 0.0282719 s/step\n", "on time step 280 (time=28), 0.0292696 s/step\n", "on time step 417 (time=41.7), 0.0292706 s/step\n", "field decay(t = 50.1): 5.1928038062217734e-11 / 5.1928038062217734e-11 = 1.0\n", "on time step 554 (time=55.4), 0.0292244 s/step\n", "on time step 695 (time=69.5), 0.0284944 s/step\n", "on time step 839 (time=83.9), 0.027918 s/step\n", "on time step 979 (time=97.9), 0.0287308 s/step\n", "field decay(t = 100.2): 1.2208801300100384e-07 / 1.2208801300100384e-07 = 1.0\n", "on time step 1120 (time=112), 0.0286236 s/step\n", "on time step 1258 (time=125.8), 0.0290669 s/step\n", "on time step 1398 (time=139.8), 0.0286863 s/step\n", "field decay(t = 150.3): 2.499762075686794e-07 / 2.499762075686794e-07 = 1.0\n", "on time step 1537 (time=153.7), 0.0288409 s/step\n", "on time step 1676 (time=167.6), 0.0288213 s/step\n", "on time step 1818 (time=181.8), 0.0282518 s/step\n", "on time step 1953 (time=195.3), 0.0298232 s/step\n", "field decay(t = 200.4): 4.6530754527490095e-08 / 2.499762075686794e-07 = 0.18614073307239073\n", "on time step 2089 (time=208.9), 0.0295598 s/step\n", "on time step 2224 (time=222.4), 0.0297554 s/step\n", "on time step 2356 (time=235.6), 0.0304477 s/step\n", "on time step 2489 (time=248.9), 0.0300825 s/step\n", "field decay(t = 250.5): 2.5759816121542464e-12 / 2.499762075686794e-07 = 1.0304907163800825e-05\n", "on time step 2628 (time=262.8), 0.0289679 s/step\n", "on time step 2765 (time=276.5), 0.0293881 s/step\n", "on time step 2908 (time=290.8), 0.0281305 s/step\n", "field decay(t = 300.6): 5.133720520413553e-19 / 2.499762075686794e-07 = 2.0536836566748438e-12\n", "run 0 finished at t = 300.6 (3006 timesteps)\n" ] } ], "source": [ "obs_point = mp.Vector3(0,0,0)\n", "stop_cond = mp.stop_when_fields_decayed(50, mp.Ez, obs_point, 1e-9)\n", "\n", "sim.run(until_after_sources=stop_cond)" ] }, { "cell_type": "code", "execution_count": null, "id": "e5bd53be", "metadata": {}, "outputs": [], "source": [ "\n", "far_plane = mp.Volume(\n", " center=mp.Vector3(0, 0, projection_distance),\n", " size=mp.Vector3(ff_plane_size, ff_plane_size, 0)\n", ")\n", "\n", "ff_data = sim.get_farfields(n2f_obj, 1, where=far_plane)\n", "\n", "ff_Ex = ff_data['Ex']" ] }, { "cell_type": "code", "execution_count": null, "id": "1fb2e049", "metadata": {}, "outputs": [ { "data": { "image/png": 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mEQDsTov+tWdAdnbNY4BrUX+XLl1kyZIlId0FtYvEMcccEzZf/aLr6l0AAECk6M2/agAQ7h7Yv39/WbRokVnUunXrzEOrlhZoO7lhw4bFfxsA/aD6ZF5QUBBs9HDFFVeYovzTTz89uN71118fcrO/5JJL5OGHH5Y1a9aY148++qh8++23ctFFF0XhUwAAmrNAEzYCbNOmjXnSr7pccMEF0r59e/NzfW/+MV8CkJycLO3atZM+ffqYn7UYX4s3Xn/9denVq1dwvU2bNoUM9POXv/xF1q9fL/369TMlBRowzJ07Vw444IAofRIAQHMViNPJgGI6APD5fHL11VebZePGjWYQn4yMjGrr3XLLLVJcXBx8nZSUJHPmzJE777xT8vLyTJWABhAAADQ33bp1M4PeNasAoKra+jlqvX9j61MAAIjnEgDtEVdTr7hmEwAAABCLHMdnFjfpo4EAAAAAD04HHNO9AAAAQGRQAlCHfqm50iItdDCiWLCrInSkQzdWFtvLq3hHutiUWmiv8WZyYc1jRzRW4s7/b3jqlj/vZ7Eq8MuImFYk2D3+E9u2sZZXRQd7+3RXJ7sNhYs72svL1zH8kLCNsVfb0IHS3Dgwe721vFT/NDv57Sy3eA7EeBuAxiIAAADAg20AqAIAAMCDKAEAAMAFqgAAAPAghyoAAAAQL6gCAADAZQmAm5b8DAQEAEAccsxN3F36aKAXAAAAHkQVAAAALuhQvvrPTfpoIAAAAMCDvQAIAAAAcEEbAPricChg2gAAAOBBlAAAAOCC9gBw1QsgSt0ACAAAAPBgGwCqAAAA8CBKAAAA8GAJAAEAAAAu0AsAAADEDUoA6tA7ZbtkprhvKhGw3Nzip6xMa3ltbm0vr63tUsSm4u2J1vJKLUgXm1rsbGMtr0QnIDY5xSXW8vKlp4lVHex9byUd7e3T4vZ2z9Gydn5reXVovUNs6pO1xVpe+6dtEJv6puRbyWdHit1zqjb0AgAAwIMc0w3QTRsAiQpKAAAA8GAjQLoBAgDgQZQAAADggpbguynFj1INAAEAAABuUAUAAADiBlUAAAB4sA6AAAAAADdc9gLQ9NFALwAAADyIEgAAAFxgJEAAADzIYSAgAAAQL6gCAADADW3EF4eNAGM+AFi2bJn4/dVn1Wrfvr1069atxjTr16+XrVu3hryXnp4u++23X8S2EwDgTY6ZDMhd+miI+QDgqquukl27dgVfl5eXyxdffCGTJ0+WmTNn1pjm1ltvlf/85z/Ss2fP4Ht77bWXPP30002yzQAAD3EYByAi/ve//4W81hv7GWecIRMmTKg13bBhw2TevHmR2SgAAOJc3I0D8Mgjj8ihhx4q++67b63raUnBV199JRs3bmyybQMAeLcXgONiiYa4CgC0bv+NN96Qiy66qM51FyxYIKNHjzb1/r169TLpAACIaDWA04glSuIqAHjsscckMzNTxo4dW+t6w4cPl9zcXFm9erVs27ZNTjrpJDnllFPkhx9+CJumtLRUCgsLQxYAAJqrmG8EWMlxHBMAjB8/XjIyMmpdt2qAkJycLHfeeadJ+8ILL8jEiRNrTDNjxgyZNm1atfc7JKZKVqL7OGlH0naxqUfqNmt5fd2ik7W8trbMEpvKWyZay6s0y268m9I63VpeyWXZYlNCur1tc9JSxKZyi9+bzX1a3lLsalluLasOLYokVq8fOZavbR0TU63kk54YkKbiMBBQZGkR/rp16+pV/L+7pKQk021ww4YNYdeZMmWKFBQUBBctQQAAIKLF/1GsBkiKp8Z/AwcOlAEDBlT7nQYGRUVFpr5fSwrKysokNfX/o8jvv//eFP/vs88+YfPX9aumAQCgOYuLACAvL88U38+ePbvG3998882yZMkSWblypWn9r4HCpZdeagICbTiov+/Xr5+MGzeuybcdANDc+X5d3KRvenERALz77rvmyf+ss86q8ffdu3c3JQAqJSVFFi5cKPfcc488++yz0rp1axMMXHbZZTzhAwDscxgIKGK0O58u4Vx33XUhr7t27Sp333135DYIAIA4V+8SgHCt58PRJ3AAAJo9p5mXAMyaNUtOOOGEeq1bWQQPAECz53hgNsD//ve/9VrP54vOhwEAoKk5cTobYL1H0fj3v/8tkVgXAADEcAnAmWeeKZFYFwCAuOY08zYAAADAo20AKhUXF8s//vEPee+99yQ/P7/a799++20b2wYAAGIpALj44otl8eLFwel2AQDwKp/zy+ImfdwEAC+++KJ88skn0rt3b/tbBABAPHHisw1Ao+bS1Ol427VrZ39rAABA7AYA5557rkybNk38fr/9LQIAIB4bAToulnipAvjDH/4gBxxwgDz11FPSrVu3agP/aPUAAACe4MRnFUCjAoDzzz/fzLI3duxYadWqlf2tAgAAsRcAaPe/L7/8Unr27CnNXaovWVJ9jaopCZHhK7WyPcH8Euzll5FUZi2vhOSA2BRIthcaB5LtFrMFUhLtZZaSbC8vM7SoE7PbZvN7s7lPbR5rts8Fm+eo9euHz25VcKov3VI+dq9FsVYCsGbNGnnyySdl7dq10rlzZxk/frz069evQXk06s7WqVMnycrKakxSAACaF8fC0gAvvPCCnHXWWZKamirHHHOMbN++XQYMGCALFiyIfAmAFv1fe+21cu+990pKSkpjsgAAoHlwmnYkwEMPPVQ+/vjjYPu7c845RzZs2CAPPfSQnHTSSZENADTK+Oabb8ykPzk5OdUaAa5cubIx2QIAgDq0b98+5HVZWZmsX79ejjzySGmIRgUAl1xySWOSAQDQ7PgsjQRYWFgY8r4W8esSjj75FxQUyPLly2XkyJFy6623Rj4AmDhxYmOSAQDQ/Dh2GgFqiXpVU6dOlRtvvDFsstNOO0127Nhh2uU9/fTT5rW2CagvZgMEACAG5ObmhjSwr+3pX+l8PJUlAYmJiXLFFVfIqlWrIhsAaLRRm82bNzcmWwAAPCsrK6vRPez69u0rc+fObVCaRgUAd955Z8jrQCBg+iRqrwCqBwAAXuJzOaNfQ/sPzJ8/X4477jhp2bKlea3VADomwOGHHx75AODss8+u8f0hQ4bI7NmzG5MlAACoB73h9+/f37QZ0K742iVQxwHQboANYbUNgEYf48aNs5klAACxzWnacQDOO+88Of300+Wzzz6T4uJiMypvr169GvxnrQYAr732WrBIAgAAT3CafijgjIwMOeyww1z80UYGADUNNpCfny8rVqyQu+66y9UGAQCAyGtUAFBT1KGzAw4dOlR+85vf2NguAADig+Oh6YBvueUW+1sCAICHRwJsavWeDfCBBx6QSKwLAEBcc5p2NsAmDwAuvfRSicS6AAAgxqsA3LY4BACg2XGaeRsAnZSgvo4++ujGbg8AAHHFF6dtAOodANQ2I1FzVuqUS6lT75qSsHY5iVa2J5hfINVeXhUp1vIKlLv/rqpKKPdZzCtgLS+TX5nfXmZl5fby0gtKqb38HJ+9fWD7e0sot3flTLB87No8F2yeo9avH5avbXrNtZOP3fO9OWI2QAAA4mgkQFsIAAAA8GAbALtlXgAAIC5QAgAAgAvNvhGgmjJlikybNs1MP2hLQUGBPPHEE/LNN9/IVVddJXvvvXe1dTZt2mTmOt6yZYvsv//+ZsbB5OTkWvNtTBoAABrMC1UAekPVsf510h8b5syZI/vss498+OGH8ve//102btxYbZ3Vq1ebG/jixYslMzNTpk+fLscee6z4/eFbEjcmDQAAXtKgAEBv/HpjHTRokNxxxx0SCLjrZjF48GBZs2aN3HbbbWHXmTx5svTr108WLlxoxiJ466235IMPPpCnnnrKahoAABrl1yqAxi5xUQLQqlUrU1z/r3/9ywQAOi3wokWL5I033ghZ6kuDiRYtWoT9fXl5ubzyyium+N73a1/kLl26mL/74osvWksDAIDX5gJoVCPAU0891RStjxgxQo4//vhqv3ccO59m/fr1UlpaKj169Ah5v2fPnvL+++9bS6M0jS6VCgsLXW8/AMADHA+0AVBajz5z5kw58cQTZfz48aYIf+3atSGLLcXFxeZ/DTaqysrKkl27dllLo2bMmCHZ2dnBJScnx8InAAAgNjWoBOC7776TCRMmmEZ2//73v01JQCS1bNnS/L99+/aQ9/Pz880N3Vaayh4OkyZNCikBIAgAADTXboANKgHo37+/tG3bVlauXBnxm7/q2rWruaF//fXXIe/r63333ddaGpWammoChKoLAADNVYMCgHvuuUdeeukl6dixozSFhIQEGTt2rMydOzdYtL98+XLTov+MM84IrqeNEm+99dYGpQEAwMsaFABceOGFVv/4Rx99JFdccYVcf/315vWsWbPM65dffjm4jrY30Jb9Bx98sGnZP2zYMDnvvPPkpJNOCq6j3fw0CGhIGgAArPBSLwBbtLFd3759zc96s67Url274M8dOnSQZcuWyauvvmpG9bvyyivlkEMOCclHGyMOHz68QWkAAPByG4CoBgB6868MAGqj9fOjRo0K+/ujjjqqwWkAAPAyJgMCAMCtKD3Fu0EAAACAG14ZCAgAAMQ/SgDqsNVfKsV+93FSbkVbsWltaXtreW3d+cvgSVYU2Z1yObnIXl6phe4mr9pdcv4v3UytyC+wl5eIBIpLrOXlS08Tm5JT7B0jqa3tTU2eXGT3eajE4rlg9RzV60eWvetH95SfxKbMhDwr+ezw2z3fa0MjQAAAvMiJzyoASgAAAPBgCQBtAAAA8CBKAAAAcIMqAAAAPMiJzzYAVAEAAOBBVAEAAODBRoAEAAAAuEEVAAAAiBeUAAAA4MESAAIAAAA82AaAXgAAAHgQJQAAALhBFQAAAN7ji9MqAEoAAADwYAkAbQAAAPAgSgAAAPBgCQABAAAALvh+XdykjwYCgDqsLmslLcoSXX/RK0q6iE2rCjtay+un/ExreaX85P67qip9W8BaXmlbisWqrT9by8r/83axKuC3l1dxib28RCTRZ6/mMa1FirW80rNbiE2lreydCz+1sneOqlUt7F0/2iXvEJsSxM45v7NMz4GtVvJqrggAAABwgyoAAAC8xxen3QDpBQAAgAdRBQAAgBtUAQAA4FGOxB2qAAAA8CCqAAAA8GAjQAIAAADcoA0AAADe44vTEgDaAAAA4EFUAQAA4AZVAAAAeI+PKgAAABAvaAMAAICNKgA3SyMEAgEpKiqKzwCguLhY5s6dK4cccoi0atVK3nvvvWrrLF++XM455xzp1auX9OnTRy644ALZsGFDrflOmjTJ5Fd1GTJkSAQ/CQDAs5ymDQBWrFghp59+urm3derUSbp27Spz5syJrwDgxhtvlMWLF8uf//xnKSgokIqKipDf+/1+c8MfMWKEvP766zJ//nxZt26dDB8+XHbt2hU2X/3dEUccIT/88ENwefXVV5vgEwEAEFnz5s0zAcCmTZtMCcBdd90ll112mbzwwgvx0wtg5syZ4vP5wj7RJyYmyqeffhrynkY5WhqwZMkSGTZsWNi8k5OTTXQEAEBzagQ4bdq0kNdjx46Vu+++WxYuXCijR4+OjxIAvfk3VGV9R3p6eq3rvfnmm7LnnnvKPvvsIxdffLFs2bKl0dsJAECstQGopKXn+iDdsWPH5jsOgDZ4uOaaa8xNfdCgQWHX69y5s8yePdtUA2zcuNFUMRx66KHy+eefS4sWLWpMU1paapZKhYWFEfkMAADUZPf7TmpqqlnqU52+fft2U2XebAOAiRMnytKlS+V///ufJCWF3/Trr78++LM2jnj++eelS5cu8vTTT4f9gmbMmFGtWEWtLM2RtGT3X9Oygq5i07d57azl5Wyp+wCrr3TLBS0Zm8ut5ZW0tUBscsrLrOWV2LaN2ORLSbaWl1Nmbx8YFr83m/s0IytFbCrNsndeFWbay0t9m27v+pGRZG9/2lRSqm3KVjfJ3/I5jlncpFc5OTkh70+dOtXc3Gvz0EMPye233y7PPvus9OjRo3kGAH/605/kiSeeMI0B+/Xr16C07du3l27dusmqVavCrjNlyhTTe6BqJLb7zgAAIFIjAebm5kpWVlbw7bqe/h999FG54oor5F//+pecfPLJDf6zcREAaLH/ww8/bG7+AwcObHD6nTt3mvqRDh06hF2nvkUtAABEohGg3vyrBgC10S70l156qTz55JMyZsyY5jkQkD6ZaxGH3vzD1ftfeeWVwX7+Wo9//vnny+rVq8VxHNNNYsKECZKSkiJnnXVWE289AAB2PfXUU3LhhRfKnXfeKUOHDpXNmzebJT8/P34CAC220K56++23n3l94oknmtfaPVDl5eWZn7Vf/zHHHBMysI9WB1TS31c2ntCn+KOPPtpERBkZGWbwoJKSEnn//fdN40AAAOK5F4COidOuXTuZPn26DBgwILhcfvnl8VMFoDfpkSNHVns/LS3N/N+mTZuwEY3e3Cvde++9IYMIjR8/3ixlZWXmyR8AgOYyDsBzzz0nNkQ1ANCbc203aB0noD6D+YQbE4CbPwAAcdwIEACA5t4LoKkRAAAAEEdVALbEfC8AAABgHyUAAAC4QRUAAADe5ItSMb4bVAEAAOBBVAEAAOCGTubjYjIgV2ldIAAAAMCDvQAIAAAA8GAjQNoAAADgQZQAAADggi/wy+ImfTQQAAAA4MEqAAKAOqzc0VmSA+5nFFz1c3uxaefWFtbyarHVXk1Qxja/2JSSV2IvswS7NV5Olz2s5eXP/mUGTFsCKfY+a0KZ3ceTxAJ7+9S3qyQ2jzVzLti7vJZnJYpNOzPsXT9WJdu9tiVYahFXvrPMSj7NGQEAAAAu0AsAAAAvcuJzHAB6AQAA4EFUAQAA4AJVAAAAeJETn70AqAIAAMCDqAIAAMAFqgAAAPAiJz57AVACAACAB0sAaAMAAIAHUQIAAIAHewEQAAAA4AJVAAAAIG5QAgAAgBsB55fFTfooIAAAAMCDbQDoBQAAgAdRAgAAgAs+l335NX00EAAAAODBkQCpAgAAwIMoAajD2oI2kliR6vqLzs/LFJtSfkq0lldanr3oM6XQL1Yl2YtRy3Jai00lbVKs5VWaZTcWDyTbyyuhXKxKLXR/PlVK+zndWl6JuyrEJpvnQlqe3eOjvKW960d+mt1r23dJdr43/85SaSq+OB0KmAAAAAAP9gIgAAAAwAWf45jFTfpooA0AAAAeFBMlAF9//bWsWrVKDjvsMGnXrl3I7z7//HNZu3ZtyHtZWVkybNiwOvNdtmyZbNmyRfbbbz/Jycmxvt0AAEhAG964+B7cpI3XAOCdd96RqVOnyg8//CDr1q2TxYsXy5FHHhmyzv333y8LFiyQQYMGBd/r1q1brQHAjh075MQTTzSBRZ8+feTTTz+Va665Rm688caIfh4AgPf44rQKIKoBwLZt20wAsPfee9f6hD548GCZN29evfO97rrrZOPGjaZUoXXr1vLWW2/J8OHDTXCxe4ABAIAXRbUNwJgxY+Soo46qc73CwkJ57bXX5KOPPpKioqJa13UcR5588km54IILzM1faWnBwQcfLE888YS1bQcAIKQXgJvFq20A6qI3/pkzZ5qnei01uO+++2TcuHE1rrthwwb5+eefpX///iHvDxgwwLQnCKe0tNQsVYMOAADqxEiAkXHaaaeZG78W42uRvtbln3/++fLVV1/VuH5BQYH5v/Lpv1Lbtm1l+/btYf/OjBkzJDs7O7jQaBAA0JzFfDfAY445Rlq2bBl8PXnyZPN64cKFNa6fkvLL6Gy7du0KeV+rDlJTw49ANmXKFBM8VC65ubnWPgMAoPnyOe6XaIiLKoCqfD6feULfunVrjb/v2rWrJCYmVruB6+sePXqEzVeDg9oCBAAAakQVgH2BQMDU51el9fjabfCggw4Kvrd8+XJTRaDS0tJMw8L58+cHf5+fny9vvvmmHH/88RHYSgAA4k9USwDWr18vn332meTl5ZnX7733nqmn79u3r1n8fr8MGTJETj31VDOYj65/zz33yNFHHy1jx44N5qONApcsWSIrV64M1ucPHTpULrroItOF8MEHH5RevXrJ7373u6h9VgBA8+QL/LK4Se+5NgDffvutzJ071wz0c/LJJ8snn3xiXusTvUpOTpalS5ea0QEXLVokmzZtMjf7V199VZKS/j92OfDAA00//0oDBw40eaWnp5t1TzrpJBNcaOkAAAARqQJws3itBED759c1pK8O+ztp0qRa17n88survaclBrNnz3a9jQAANMfZAGO+FwAAALAv7noBAAAQS3zMBQAAgAc5LuvxvdgGIB78XJghCRXuGw/6tieLTSmFPmt5Je2y1wTVSbC3Xaqkg72GmyWtE8Wm4rb2atDKM8WqgMXDLaFcrCrdYW8/lLewN3ZHWr7ly6HFlt1Ju+zeIFIK7R27FZavbXlpLazkE9hl93xvjggAAABww3EZ8DESIAAA8ccXp20A6AUAAIAHUQUAAIDrcQDcNAKUqCAAAADAg70AqAIAAMCDKAEAAMAN7QHgpgd0lCYDIgAAAMCDvQAIAAAAiMM2AO+8846Z8faQQw6RUaNGNTg9AQAAAHFkzZo1Mnr0aGnTpo2sXbtWCgsLGxUA0AgQAAAbJQBulgZo0aKF/Oc//5F3331XunTp0ujNpgQAAIA4qgLYc889zeIWAQAAADFAi/KrSk1NNUukUAUAAIC47MbndhGRnJwcyc7ODi4zZsyQSKIEAACAGOgGmJubK1lZWcH3I/n0rwgAAACIAXrzrxoARBoBAAAAHpwLgAAAAAA3Ao6W47tL3wBlZWVyww03BKsNysvL5S9/+Yt06tRJJk6cWO98CAAAAIgjPp9PWrVqZX7+wx/+EHw/MzOzQfkQANShvChVEvzuG2Kk7HQzU0R1icX28nITuO6uvKXdjiVlFvMraWd3H5S2tffFVbS0OxuIk2Rv23wVdr+3Cov7NJBiLy9/st3PmVIUiMlz1Pb1I8nyta1sh52Gb4Fip9lWASQnJ5snfrcIAAAAcMVlAKDpo4AAAAAADzYCZCAgAAA8iBIAAADcMK34m64XgC0EAAAAuOEEflncpI8CqgAAAPAgSgAAAPBgI0ACAAAAPNgGgCoAAAA8iBIAAADcoAoAAAAPclzW40enBoAqAAAAvIgqAAAA3KAKoHG+//57mTNnjnzzzTdyyy23SL9+/UJ+f9ZZZ0lxcfWpq4499li57LLLaszzgQcekEWLFoW8161bN5k1a1YjtxIAgDACOpBPwGV6j5UA3HbbbfLQQw/J6NGj5cUXX5SJEydWW2f8+PFSUVEREjBcffXVctppp4XNd/ny5bJ161a55pprgu9lZWVF4BMAADzPYRyABhs3bpz8+c9/lh9//FHuuuuuGtc58cQTQ17/9a9/lVatWsmYMWNqzXvPPfc0gQUAAIixEoCcnJwGre/3++Xxxx+Xs88+W9LT02td94svvjABRnZ2tgwdOtRUJfh8PpdbDABA8ygBiKuBgF555RVTWnDRRRfVul5SUpK56Y8YMUK6du1qqhZOPvlkcWr5kktLS6WwsDBkAQCgXiP5uV2iIK56ATzyyCPym9/8Rg444IBa15s+fbp58q80cuRIOfDAA007g3DVAjNmzJBp06ZVe99XnCA+C3FSYond0gef315e/hR721aebvdzlrWyl19pG7snWXnr/2+b4lZiZrm1vEx+ifYaFfn9dp8TypOT7WXm2LuE+QJ2j10nwd73lmDxfLd9/bB+bStOiKl8mrO4+Ya2bNki//3vf+t8+ldVb/6qf//+0r17d/nkk0/CppkyZYoUFBQEl9zcXCvbDQBo3hwn4HqJhrgpAfjnP/8paWlpcuaZZzY4rRb9601dqwbCSU1NNQsAAA3iuCzGpw1A7R599FHTkK9ly5bVfvf3v/9drrrqKvNzeXm5aShYtb5fuxvm5+fLqFGjGr+DAABoRqJaAvDWW2/J7NmzpaSkxLy+7rrrpF27duYpv+qT/nvvvWcGCtJSgJosW7ZMlixZYn5OTEw0699www3Su3dvU5Sfl5dngoKDDjqoiT4ZAMAzHJfTAUepBCCqAcBee+0l5513nvn597//ffD9vn37hqzXvn17WbBggQwaNKjGfK644grT5U8lJCSYwYV0IKAVK1ZI69atTX4ZGRkR/SwAAI8KBLQVaePTe7ENgHbR06Uuffr0MUs4AwYMqPZehw4dZPjw4a63EQCA5ihuGgECABCTHKoAAADwHCcQEMdFFQDdAAEAiEdOfJYAxM1AQAAAwB7aAAAA4IYOAuSLvxIAAgAAANwwN3A33QCpAgAAAE2EEgAAAFxwAo44LqoAapuqPpIIAAAAcMOM5Bd/IwHSCwAAAA+iBAAAABeoAmhmKutkAr/OVOiWvzTRSj7B/Mrs5ZVQZq/+KWD3Y4q/1Gctr0CJ3Xq2QHGFtbx8ieXW8volP3tFigG/3YLCQLHfXl4lSTF5rJn8LJ5Xjr2vzPAn2fus/lKJyeOj8trdFPXrFU6pq2L8CrF7/teXz4lW64MYt2HDBsnJyYn2ZgAAXNAp4bt06RKR77CkpER69Oghmzdvdp1Xp06dZO3atZKWliZNhQAgjEAgID/++KNkZmaKz1dztFxYWGiCBD3AsrKyJB7xGaKPfRB97IPmtx/02XbHjh2y5557mmniI6WkpETKytwXyaakpDTpzV/RBiAMPWDqGzXqgRqvAUAlPkP0sQ+ij33QvPZDdna2RFpaWlqT37htoRcAAAAeRAAAAIAHEQC4kJqaKlOnTjX/xys+Q/SxD6KPfRAbmsN+iCc0AgQAwIMoAQAAwIMIAAAA8CACAAAAPIhxAOpQXFwsX331lelPutdee0UsTSQHNPr222/N/z179jSDTdRm/fr1ZqlK0/zmN7+RaPjkk0/MQBtV6fgM3bt3r3MQEN0HFRUVst9++0lSUnQOdf3uaxolLDExUQYPHlxjmoKCAlmxYkW19w866CDJyMiQpuD3++XTTz+VFi1amO+vJrpf9DvWwbL23nvveuXbmDSNlZeXJ19//bX06dNH2rdvX+Mx8t1330l5ebk5N+pqeKaD06xbty7kPT2uDjnkEIkU3f6ff/5ZDj300Gq/0/2j15qqOnfubEamq41+bs1XB6/p169fRM8N/W71HG7Xrl21/f3999+bwdZ2pwOv1fR5lQ7s8/nnn1d7f8CAAdKyZUuLW+4ROhQwavbcc8852dnZzl577WX+HzJkiLNt2zbraSJl1qxZTpcuXZy9997bbE/79u2dp556qtY01157rZOVleUceuihwWXUqFFOtHTr1s1se9Xtue+++2pNs2rVKqdv375Ohw4dnJycHKdz587OBx984ETDzJkzQ7ZdF/1+e/ToETbN4sWLdXjuaum+//77iG9vSUmJc8sttzjdu3c323ncccfVuN6LL77otG7d2uybVq1aOYcccoizZcuWWvNuTJrG+Oabb5wJEyY4e+yxh/ken3jiiWrr/OMf/3C6du3q9OrVy+ndu7fTpk0bZ+7cubXme/PNNzuZmZkh+2TEiBFOJDz99NPOb3/7W/N9JSYm1riObrsuVbdHz/narFmzxtl3333NtUA/v35H7733nvXtLygocP7617+a60/Lli2dc889t9o6d999d7VjXK+Zuk3hfPjhh2afDh48OCSd7nM0HAFAGLm5uU56ero5SNWOHTuc/v37O2PHjrWaJpKmTp3qbNq0Kfh69uzZTlJSUq0niwYARxxxhBMrNAB46KGHGpTmwAMPdE466SSnoqLCvL7kkkucPffc0ykuLnaiTY+JFi1aONOmTaszACgvL3eamgareuH+4YcfnPHjx9cYAPz4449ORkaGc/vtt5vXO3fudA466CDnlFNOCZtvY9I01vPPP+889thjzq5du8IGAPr9b9iwIfhajzG90X7xxRe1BgB6U26qc1eDVv0ctQUA999/f4PyHTRokDNy5MjguXH55Zc7nTp1MvvDptWrV5tAUq8/w4cPrzEA2J3uLw0Mp0yZUmcAoOcR3CMACEMvVBp9V70I6xOC3kDz8/OtpWlKZWVljs/ncx5//PFaAwAttVi2bJl5ko7GTWj3AECfoj/++GNn8+bNda7/2WefmQvEkiVLQgIz/dx6Y4g2vdEkJCSYbaorAFi5cqXz+eefW78411e4AEADXC0dKC0tDb735JNPmhvVTz/9VGNejUljQ7gAYHeBQMBJTk52HnzwwVoDgIMPPthZvny5CaKb4tyoKwCYPn26s3Tp0pBAPxwNbvT7qPrEr4GZHo/PPvusEyn1DQB0P+l5+u2339YZAOh5rteooqIiy1vrLTQCDGPZsmVywAEHhNSPaT241inXVD/b2DRNSesM9ZpYV7uEJUuWyNlnny1HHnmkmUjjmWeekWiaPn26XHjhhdKrVy85/PDDTd1hOLoPKuvLq7YZ2GOPPYK/i6ZHHnlEjj/++HrNM3HiiSfKmDFjpHXr1vKXv/zFtOOIBfo97r///iHtSfQ413YDX3zxhbU0TUnrlbW+uq5zQz/HuHHjZPjw4Wb2tieeeEKiacaMGXLRRReZ7T7ssMNMm5NwKo//gw8+OPienhd6LMbKuTFs2DBzntfl5JNPljPPPFPatGkjkyZNMscRGo4AIAxteNO2bduQ9ypf6+9spWkqRUVF5kKhF64hQ4aEXU9/pw2dVq5cKRs3bjQnlwYD0bpA6Khg2phr+fLlwQZYY8eODXvC6/esk4gkJydX2w/R3gfa+E2DK90PtenQoYO8++67ZmrQ1atXyxtvvCGzZs0ySyxobufGrl275He/+525gR511FFh1xs0aJAJPr/88kszXfh1110n5513ntmn0XDttdcGzw1toKjH/GmnnWYeOGqi37M2It194ppYODe0MeY777xT57mhN/y33nrLNFT+5ptvTJo5c+bI7bff3mTb2pwQAIShJ9Purc8rW9yGa0nfmDRNQbdh1KhR5un/6aefrnXdkSNHBp9OtTWuPnnq63nz5kk0nH/++cGbuV6obr31Vvnss8/MjbG++6DyO4jmPqh8wtEnrhNOOKHW9fbdd19zM6o0dOhQGT9+fJ37rqk0p3OjtLRUTj31VNm5c6c5xsNN/a2OO+446datW/D1xIkTTcv2Z599VqJ1blR+d1pKpKUBWpqiLfzD7QP9vL/UjMTWufHoo4+am/spp5xS63q9e/cOCdK0B4YGYbFybsQbAoAw9ETXJ+CqKl937drVWppI04uu3vy3bNliImftjtNQ+kS6++eKlo4dO5r/w22P7gPt3vTTTz8F39PSAv380doHSouXtbhYL9qN6XalnztW9kFzOTf0ONGbvz7VL168OHhsxet+qc+5UXkuVNJqJe2mGs1zQ7fp8ccfl3PPPbdRgUgs7YN4QwAQxjHHHGOi6ar9fl988UXTz3afffYJRs7vvfeebN++vd5ponHz15NDb/56I9+dbuvSpUuDr/VJqKpNmzaZ6gDtL9zUdt8W9dprr0lCQkLI9/nxxx/LDz/8YH7WNgJ6EXnppZeCv9fPrv2Hdf9Eix4HGpRccMEFNfb71+NIi6Jr+tz6xKbVANHYBzXR71GLwbXYturn0zpxreevPPb0M+Xn59c7TTRu/mvWrDE3f23rsjstZq5avL/7ftm2bZspfo/Gfqk8VnY/N7QEQ0uQKmkffK1KqixJ0rEOqp4bWoSu169onhuvvPKKuUZpO5/dFRYWmuNIqzDDXRNef/31mDk34k60WyHGKr/fb/qXapey+fPnO3fccYdpzV+1Bf3XX39tWqS+8sor9U7TlI4//njT8nrevHnOu+++G1yqtkCfPHmy07Fjx+DrAQMGODNmzHBefvll04Nhn332MX3qt2/f3uTb//rrrztHHnmk88gjjziLFi1ybrzxRtPN8s9//nPIetrP/+qrrw6+vv766013Im1xr+MeaF9k7RceTdpf/Oijjw77OfU4WrFihXl9wQUXOFdddZUZU0IX7dKoXQc/+uijJtlW/Tt6nBx77LGm25v+/P7774e0mNeuotrFVY+tu+66y7Sg1/1Utb+5fqYFCxbUO40teqxWHuu6DXo86M+6TZW0+6H2T3/mmWdCzo1169aFdMXTfulVu9Bpq3s9N/75z386/fr1M2Ma5OXlWf8M2gNHt0e7ZGovgMrt0/71lT1FDj/8cOfhhx92Xn31Veemm24y3Sz/+Mc/VutFo8dS1e6Pek2YM2eO869//cuMBTBu3DgnEiq3eeDAgeZapD9rb57djR492jnssMPC5qH7sDLdZZddZrou6vVVe/Wceuqp5poQibEMvIDZAGuhT4133HGHfPjhh6ZhmRZR6RN11ScEbRF81113yW9/+9t6pWlKVeuRq7r00ktNnbJ64IEHTASuT2NKGxXde++95qlaR9bSOjZdf/eGQ01FSye07lyf8HNycuSMM86o9rSiT3LauPHyyy8PPjHPnTtX5s+fbxpEad3tFVdcUa1hYFPRY0Jb9F9zzTU11v/rU5rWJ2sVgY7iptv82GOPyauvvmqeVPWJ7g9/+IMpSWoK2sJaj4Oq9MnxzTffDL7WJzE9zt9//30zqt+ECRNk9OjRwd/rE53uK22cVdnotK40tlR+n7s76aSTZPLkyeZnPV60Pnx32hhQl8p6aa3f1/NDaWnGfffdJx999JFpTKe9GC677LKIjM548803m/2/u/vvvz9YYqLnqJ4b+oSv7XS0ceyIESNC1tf39Mn/yiuvDL5XeW7osXXssceaYysSbQBquv5oG5iqbSa0FFXPCd2Gmur/tfeUXn/0c+qIjpXVBYsWLTJptSRQ0+q1AQ1HAAAAgAfRBgAAAA8iAAAAwIMIAAAA8CACAAAAPIgAAAAADyIAAADAgwgAAADwoIYPSg4gLixYsCA4dOrpp59uhlCOJB1WVoeOVjogTatWrSL69wC4QwkAEMN0tLpnnnnGTFizOx3D/u233w6bVkdIu/vuu+WFF15okvnSdfTL//znP3LWWWcF52YAELsIAIAYpkPwvvzyy2Z4Xh26tZIOp6vDuOosg7W5+OKLzVSpTTEMsk4drXOzA4gPBABAjJs9e7aZsW3q1KnBuQXOOeccM79BQ2dx05ngKmeHq6SlCDqLZSUdg37VqlVm9kKdhVDnAKgMNHTqWM3jgw8+qDavPID4QhsAIMZlZ2ebiWlGjhxpSgJ0QpgWLVrIzJkzG5yXTl5zyy23mEmHKunrgQMHygEHHGBe64Q56enp8uOPP5r3dHIdnXNdSxN0Mh+delUnxNGpl+fNm2f1swJoOgQAQBzQJ/2LLrrIzGinJQA6S6JWD0SKznWvpQIafGzYsMEEDDoTnr6nM/mtWbPGzM722WefyUEHHRSx7QAQOVQBAHFCp7jVYnmd3rjyaT1SdCpfvfkrnWpWF23cpzd/tffee0vbtm1l9erVEd0OAJFDAADEAa1vv/zyy03x+8KFC+Wtt96K6N9r3bp1yGstbajpvZKSkohuB4DIIQAA4sA999xj6uK1R4CWBPzud7+TwsLCBuejYwEEAoGQ97iJA95EAADEuJUrV8qUKVNM47+cnBzTaC8jI0P++Mc/Njivzp07y7fffht8nZeXJytWrLC8xQDiAY0AgRgfCGj8+PEyZswYOfPMM817aWlp8vjjj8uQIUPktNNOM70D6mvChAlyzTXXSFZWllkeeeSRiI8QCCA2EQAAMUz76Pfv31/uvffekPcHDRpkxgfQfvrHH3+8+Hy+GtN//PHH0rJly+BQwJdeeqlpvKd9+7VO/8EHHzT9/nv27BlMo8P49u3bNySfE044QXr37h3ynnZJrNqdUIcCplEgED98DqN5AM2SDgWs3fnUE088EfHRAHVcguXLl5ufb7vtNunWrVtE/x4AdwgAAADwICr/AADwIAIAAAA8iAAAAAAPIgAAAMCDCAAAAPAgAgAAADyIAAAAAA8iAAAAwIMIAAAA8CACAAAAPIgAAAAA8Z7/A7ynV3a5eKJqAAAAAElFTkSuQmCC", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "im = ax.pcolormesh(X_far, Y_far, np.abs(ff_Ex), cmap='viridis', shading='auto')\n", "ax.set_xlabel('X [um]')\n", "ax.set_ylabel('Y [um]')\n", "fig.colorbar(im, ax=ax)\n", "fig.show()\n", "fig.savefig(\"magnitude_field_before_MS2.pdf\")" ] } ], "metadata": { "kernelspec": { "display_name": "mp", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.13.14" } }, "nbformat": 4, "nbformat_minor": 5 }