{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Angular Reflectance Spectrum of a Planar Interface"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We turn to a similar but slightly different example for which there exists an analytic solution via the [Fresnel equations](https://en.wikipedia.org/wiki/Fresnel_equations): computing the broadband reflectance spectrum of a planar air-dielectric interface for an incident planewave over a range of angles. Similar to the previous example, we will need to run two simulations: (1) an empty cell with air/vacuum ($n$=1) everywhere to obtain the incident flux, and (2) with the dielectric ($n$=3.5) interface to obtain the reflected flux. For each angle of the incident planewave, a separate simulation is necessary.\n",
    "\n",
    "A 1d cell must be used since a higher-dimensional cell will introduce [artificial modes due to band folding](https://meep.readthedocs.io/en/latest/FAQ/#why-are-there-strange-peaks-in-my-reflectancetransmittance-spectrum-when-modeling-planar-or-periodic-structures). We will use a Gaussian source spanning visible wavelengths of 0.4 to 0.8 μm. Unlike a [continuous-wave](https://meep.readthedocs.io/en/latest/Python_User_Interface/#continuoussource) (CW) source, a pulsed source turns off. This enables a termination condition of when there are no fields remaining in the cell (due to absorption by the PMLs) via the [run function](https://meep.readthedocs.io/en/latest/Python_User_Interface/#run-functions) `stop_when_fields_decayed`, similar to the previous example.\n",
    "\n",
    "Creating an oblique planewave source typically requires specifying two parameters: (1) for periodic structures, the Bloch-periodic wavevector $\\vec{k}$ via [`k_point`](https://meep.readthedocs.io/en/latest/FAQ/#how-does-k_point-define-the-phase-relation-between-adjacent-unit-cells), and (2) the source amplitude function `amp_func` for setting the $e^{i\\vec{k} \\cdot \\vec{r}}$ spatial dependence ($\\vec{r}$ is the position vector). Since we have a 1d cell and the source is at a single point, it is not necessary to specify the source amplitude (see this [2d example](https://github.com/NanoComp/meep/blob/master/python/examples/pw-source.py) for how this is done). The magnitude of the Bloch-periodic wavevector is specified according to the dispersion relation formula for a planewave in homogeneous media with index $n$: $ω=c|\\vec{k}|/n$. As the source in this example is incident from air, $|\\vec{k}|$ is simply equal to the frequency $ω$ (the minimum frequency of the pulse which excludes the 2π factor). Note that a fixed wavevector only applies to a single frequency. Any broadband source is therefore incident at a specified angle for only a *single* frequency. This is described in more detail in Section 4.5 (\"Efficient Frequency-Angle Coverage\") in [Chapter 4](https://arxiv.org/abs/1301.5366) (\"Electromagnetic Wave Source Conditions\") of the book [Advances in FDTD Computational Electrodynamics: Photonics and Nanotechnology](https://www.amazon.com/Advances-FDTD-Computational-Electrodynamics-Nanotechnology/dp/1608071707).\n",
    "\n",
    "In this example, the plane of incidence which contains $\\vec{k}$ and the surface normal vector is $xz$. The source angle θ is defined in degrees in the counterclockwise (CCW) direction around the $y$ axis with 0 degrees along the +$z$ axis. In Meep, a 1d cell is defined along the $z$ direction. When $\\vec{k}$ is not set, only the $E_x$ and $H_y$ field components are permitted. A non-zero $\\vec{k}$ results in a 3d simulation where all field components are allowed and are complex (the fields are real, by default). A current source with $E_x$ polarization lies in the plane of incidence and corresponds to the convention of $\\mathcal{P}$-polarization. In order to model the $\\mathcal{S}$-polarization, we must use an $E_y$ source. This example involves just the $\\mathcal{P}$-polarization."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import meep as mp\n",
    "import math\n",
    "import numpy as np\n",
    "import numpy.matlib\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "resolution = 50                 # pixels/um\n",
    "\n",
    "dpml = 1.0                      # PML thickness\n",
    "sz = 10 + 2*dpml\n",
    "cell_size = mp.Vector3(z=sz)\n",
    "pml_layers = [mp.PML(dpml)]\n",
    "\n",
    "wvl_min = 0.4                   # min wavelength\n",
    "wvl_max = 0.8                   # max wavelength\n",
    "fmin = 1/wvl_max                # min frequency\n",
    "fmax = 1/wvl_min                # max frequency\n",
    "fcen = 0.5*(fmin+fmax)          # center frequency\n",
    "df = fmax-fmin                  # frequency width\n",
    "nfreq = 50                      # number of frequency bins\n",
    "\n",
    "def planar_reflectance(theta):    \n",
    "    # rotation angle (in degrees) of source: CCW around Y axis, 0 degrees along +Z axis\n",
    "    theta_r = math.radians(theta)\n",
    "\n",
    "    # plane of incidence is XZ; rotate counter clockwise (CCW) about y-axis\n",
    "    k = mp.Vector3(z=fmin).rotate(mp.Vector3(y=1), theta_r)\n",
    "    \n",
    "    # if normal incidence, force number of dimensions to be 1\n",
    "    if theta_r == 0:\n",
    "        dimensions = 1\n",
    "    else:\n",
    "        dimensions = 3\n",
    "    \n",
    "    sources = [mp.Source(mp.GaussianSource(fcen,fwidth=df), component=mp.Ex, center=mp.Vector3(z=-0.5*sz+dpml))]\n",
    "\n",
    "    sim = mp.Simulation(cell_size=cell_size,\n",
    "                        boundary_layers=pml_layers,\n",
    "                        sources=sources,\n",
    "                        k_point=k,\n",
    "                        dimensions=dimensions,\n",
    "                        resolution=resolution)\n",
    "\n",
    "    refl_fr = mp.FluxRegion(center=mp.Vector3(z=-0.25*sz))\n",
    "    refl = sim.add_flux(fcen, df, nfreq, refl_fr)\n",
    "    \n",
    "    sim.run(until_after_sources=mp.stop_when_fields_decayed(50, mp.Ex, mp.Vector3(z=-0.5*sz+dpml), 1e-9))\n",
    "\n",
    "    empty_flux = mp.get_fluxes(refl)\n",
    "    empty_data = sim.get_flux_data(refl)\n",
    "\n",
    "    sim.reset_meep()\n",
    "\n",
    "    # add a block with n=3.5 for the air-dielectric interface\n",
    "    geometry = [mp.Block(mp.Vector3(mp.inf,mp.inf,0.5*sz), center=mp.Vector3(z=0.25*sz), material=mp.Medium(index=3.5))]\n",
    "\n",
    "    sim = mp.Simulation(cell_size=cell_size,\n",
    "                        geometry=geometry,\n",
    "                        boundary_layers=pml_layers,\n",
    "                        sources=sources,\n",
    "                        k_point=k,\n",
    "                        dimensions=dimensions,\n",
    "                        resolution=resolution)\n",
    "\n",
    "    refl = sim.add_flux(fcen, df, nfreq, refl_fr)\n",
    "    sim.load_minus_flux_data(refl, empty_data)\n",
    "\n",
    "    sim.run(until_after_sources=mp.stop_when_fields_decayed(50, mp.Ex, mp.Vector3(z=-0.5*sz+dpml), 1e-9))\n",
    "\n",
    "    refl_flux = mp.get_fluxes(refl)\n",
    "    freqs = mp.get_flux_freqs(refl)\n",
    "\n",
    "    wvls = np.empty(nfreq)\n",
    "    theta_out = np.empty(nfreq)\n",
    "    R = np.empty(nfreq)\n",
    "    for i in range(nfreq):\n",
    "        wvls[i] = 1/freqs[i]\n",
    "        theta_out[i] = math.degrees(math.asin(k.x/freqs[i]))\n",
    "        R[i] = -refl_flux[i]/empty_flux[i]\n",
    "        print(\"refl:, {}, {}, {}, {}\".format(k.x,wvls[i],theta_out[i],R[i]))\n",
    "        \n",
    "    return k.x*np.ones(nfreq), wvls, theta_out, R "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The function `planar_reflectance` computes the reflectance at each frequency as well as the wavevector component $k_x$ and the corresponding angle for the ($k_x$, ω) pair. For those frequencies not equal to the minimum frequency of the source, this is *not* the same as the specified angle of the incident planewave, but rather sin<sup>-1</sup>(k<sub>x</sub>/ω).\n",
    "\n",
    "The reflectance spectrum is generated over the angular range of 0$^\\circ$ to 80$^\\circ$ in increments of 5$^\\circ$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-----------\n",
      "Initializing structure...\n",
      "time for choose_chunkdivision = 0.000254154 s\n",
      "Working in 1D dimensions.\n",
      "Computational cell is 0 x 0 x 12 with resolution 50\n",
      "time for set_epsilon = 0.000342131 s\n",
      "-----------\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.25332329653323415 / 0.25332329653323415 = 1.0\n",
      "field decay(t = 100.01): 6.806395978139867e-16 / 0.25332329653323415 = 2.6868417043700194e-15\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "time for choose_chunkdivision = 0.000108004 s\n",
      "Working in 1D dimensions.\n",
      "Computational cell is 0 x 0 x 12 with resolution 50\n",
      "     block, center = (0,0,3)\n",
      "          size (1e+20,1e+20,6)\n",
      "          axes (1,0,0), (0,1,0), (0,0,1)\n",
      "          dielectric constant epsilon diagonal = (12.25,12.25,12.25)\n",
      "time for set_epsilon = 0.000371933 s\n",
      "-----------\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.25332329652480207 / 0.25332329652480207 = 1.0\n",
      "field decay(t = 100.01): 1.9736380723733672e-11 / 0.25332329652480207 = 7.790985272371642e-11\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "refl:, 0.0, 0.8, 0.0, 0.29476330384323207\n",
      "refl:, 0.0, 0.784, 0.0, 0.29416578611798405\n",
      "refl:, 0.0, 0.7686274509803922, 0.0, 0.2935560666132851\n",
      "refl:, 0.0, 0.7538461538461539, 0.0, 0.29293290546540196\n",
      "refl:, 0.0, 0.739622641509434, 0.0, 0.2922951429790378\n",
      "refl:, 0.0, 0.7259259259259259, 0.0, 0.29164324229177097\n",
      "refl:, 0.0, 0.7127272727272727, 0.0, 0.29097731021514417\n",
      "refl:, 0.0, 0.7, 0.0, 0.29029575759541565\n",
      "refl:, 0.0, 0.6877192982456141, 0.0, 0.2895975033066778\n",
      "refl:, 0.0, 0.6758620689655173, 0.0, 0.2888834125810835\n",
      "refl:, 0.0, 0.664406779661017, 0.0, 0.2881539488987047\n",
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      "refl:, 0.0, 0.6222222222222222, 0.0, 0.28507064287177303\n",
      "refl:, 0.0, 0.6124999999999999, 0.0, 0.2842593661161744\n",
      "refl:, 0.0, 0.6030769230769231, 0.0, 0.28343094611850356\n",
      "refl:, 0.0, 0.593939393939394, 0.0, 0.28258688014584116\n",
      "refl:, 0.0, 0.5850746268656717, 0.0, 0.2817272035905085\n",
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      "refl:, 0.0, 0.49, 0.0, 0.26890977948431494\n",
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      "refl:, 0.0, 0.47804878048780486, 0.0, 0.26664234270279846\n",
      "refl:, 0.0, 0.47228915662650606, 0.0, 0.2654773959072893\n",
      "refl:, 0.0, 0.4666666666666667, 0.0, 0.2642890605183494\n",
      "refl:, 0.0, 0.4611764705882353, 0.0, 0.26307815170848525\n",
      "refl:, 0.0, 0.4558139534883721, 0.0, 0.2618459695575972\n",
      "refl:, 0.0, 0.4505747126436782, 0.0, 0.2605907641320623\n",
      "refl:, 0.0, 0.4454545454545454, 0.0, 0.25931062280334477\n",
      "refl:, 0.0, 0.44044943820224725, 0.0, 0.25800677969709146\n",
      "refl:, 0.0, 0.43555555555555553, 0.0, 0.2566804027177118\n",
      "refl:, 0.0, 0.4307692307692308, 0.0, 0.25532959438320507\n",
      "refl:, 0.0, 0.4260869565217391, 0.0, 0.2539529088676918\n",
      "refl:, 0.0, 0.421505376344086, 0.0, 0.2525520862693137\n",
      "refl:, 0.0, 0.41702127659574467, 0.0, 0.2511282531123407\n",
      "refl:, 0.0, 0.4126315789473684, 0.0, 0.24967934554669954\n",
      "refl:, 0.0, 0.4083333333333333, 0.0, 0.24820404444956207\n",
      "refl:, 0.0, 0.4041237113402062, 0.0, 0.24670386250022297\n",
      "refl:, 0.0, 0.4, 0.0, 0.24517862401765392\n",
      "-----------\n",
      "Initializing structure...\n",
      "time for choose_chunkdivision = 0.000108957 s\n",
      "Working in 3D dimensions.\n",
      "Computational cell is 0.02 x 0.02 x 12 with resolution 50\n",
      "time for set_epsilon = 0.00770998 s\n",
      "-----------\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.25242167342001043 / 0.25242167342001043 = 1.0\n",
      "field decay(t = 100.01): 1.8867425254108467e-14 / 0.25242167342001043 = 7.474566267815881e-14\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "time for choose_chunkdivision = 0.000110865 s\n",
      "Working in 3D dimensions.\n",
      "Computational cell is 0.02 x 0.02 x 12 with resolution 50\n",
      "     block, center = (0,0,3)\n",
      "          size (1e+20,1e+20,6)\n",
      "          axes (1,0,0), (0,1,0), (0,0,1)\n",
      "          dielectric constant epsilon diagonal = (12.25,12.25,12.25)\n",
      "time for set_epsilon = 0.026345 s\n",
      "-----------\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.2524216734361254 / 0.2524216734361254 = 1.0\n",
      "field decay(t = 100.01): 2.0310851043564926e-11 / 0.2524216734361254 = 8.046397429777174e-11\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "refl:, 0.1089446784345727, 0.8, 5.0, 0.2934227118859898\n",
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      "refl:, 0.1089446784345727, 0.41702127659574467, 2.603972444256211, 0.25077428012312447\n",
      "refl:, 0.1089446784345727, 0.4126315789473684, 2.576543617889841, 0.24933314662117714\n",
      "refl:, 0.1089446784345727, 0.4083333333333333, 2.549686797979975, 0.2478653741944476\n",
      "refl:, 0.1089446784345727, 0.4041237113402062, 2.5233842703240543, 0.24637235281997996\n",
      "refl:, 0.1089446784345727, 0.4, 2.4976190449198983, 0.2448541987123429\n",
      "-----------\n",
      "Initializing structure...\n",
      "time for choose_chunkdivision = 0.00011611 s\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Working in 3D dimensions.\n",
      "Computational cell is 0.02 x 0.02 x 12 with resolution 50\n",
      "time for set_epsilon = 0.00750589 s\n",
      "-----------\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.24974540035413878 / 0.24974540035413878 = 1.0\n",
      "field decay(t = 100.01): 6.006906595531682e-14 / 0.24974540035413878 = 2.40521210281106e-13\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "time for choose_chunkdivision = 0.000108957 s\n",
      "Working in 3D dimensions.\n",
      "Computational cell is 0.02 x 0.02 x 12 with resolution 50\n",
      "     block, center = (0,0,3)\n",
      "          size (1e+20,1e+20,6)\n",
      "          axes (1,0,0), (0,1,0), (0,0,1)\n",
      "          dielectric constant epsilon diagonal = (12.25,12.25,12.25)\n",
      "time for set_epsilon = 0.0191441 s\n",
      "-----------\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.24974540044608928 / 0.24974540044608928 = 1.0\n",
      "field decay(t = 100.01): 2.1519308385946042e-11 / 0.24974540044608928 = 8.61649838095467e-11\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "refl:, 0.2170602220836629, 0.8, 10.0, 0.2893781746253207\n",
      "refl:, 0.2170602220836629, 0.784, 9.798006528153513, 0.288998732433702\n",
      "refl:, 0.2170602220836629, 0.7686274509803922, 9.604050171837292, 0.2885938951899122\n",
      "refl:, 0.2170602220836629, 0.7538461538461539, 9.417658416993296, 0.28816419107846264\n",
      "refl:, 0.2170602220836629, 0.739622641509434, 9.238395240840497, 0.28770900366948954\n",
      "refl:, 0.2170602220836629, 0.7259259259259259, 9.06585764090149, 0.28722834374816003\n",
      "refl:, 0.2170602220836629, 0.7127272727272727, 8.899672554443574, 0.2867235913729682\n",
      "refl:, 0.2170602220836629, 0.7, 8.739494117841588, 0.28619525258422535\n",
      "refl:, 0.2170602220836629, 0.6877192982456141, 8.585001222725978, 0.28564218452120266\n",
      "refl:, 0.2170602220836629, 0.6758620689655173, 8.435895331947279, 0.2850647891546287\n",
      "refl:, 0.2170602220836629, 0.664406779661017, 8.291898523577625, 0.2844650049217599\n",
      "refl:, 0.2170602220836629, 0.6533333333333333, 8.152751735551202, 0.2838430637467787\n",
      "refl:, 0.2170602220836629, 0.6426229508196721, 8.018213187256704, 0.28319797552226944\n",
      "refl:, 0.2170602220836629, 0.632258064516129, 7.88805695754783, 0.2825306580041294\n",
      "refl:, 0.2170602220836629, 0.6222222222222222, 7.762071701325296, 0.2818429693994039\n",
      "refl:, 0.2170602220836629, 0.6124999999999999, 7.640059489140416, 0.2811345740291295\n",
      "refl:, 0.2170602220836629, 0.6030769230769231, 7.521834756238996, 0.28040433725297315\n",
      "refl:, 0.2170602220836629, 0.593939393939394, 7.407223349155971, 0.27965322172446067\n",
      "refl:, 0.2170602220836629, 0.5850746268656717, 7.296061659428915, 0.2788825653708164\n",
      "refl:, 0.2170602220836629, 0.5764705882352942, 7.188195835257705, 0.27809144849085615\n",
      "refl:, 0.2170602220836629, 0.5681159420289855, 7.083481063027822, 0.2772785981174172\n",
      "refl:, 0.2170602220836629, 0.56, 6.981780911561047, 0.2764449243213644\n",
      "refl:, 0.2170602220836629, 0.552112676056338, 6.882966732780441, 0.2755914805667849\n",
      "refl:, 0.2170602220836629, 0.5444444444444444, 6.786917113194022, 0.27471697321444166\n",
      "refl:, 0.2170602220836629, 0.536986301369863, 6.693517371228444, 0.27382008373306266\n",
      "refl:, 0.2170602220836629, 0.5297297297297298, 6.602659095992853, 0.2729019522035499\n",
      "refl:, 0.2170602220836629, 0.5226666666666667, 6.514239723534344, 0.27196350015165877\n",
      "refl:, 0.2170602220836629, 0.5157894736842105, 6.428162147069652, 0.27100303851505764\n",
      "refl:, 0.2170602220836629, 0.509090909090909, 6.3443343580501015, 0.27001939086671356\n",
      "refl:, 0.2170602220836629, 0.5025641025641026, 6.262669115245526, 0.26901406912439724\n",
      "refl:, 0.2170602220836629, 0.4962025316455696, 6.1830836393232005, 0.2679876733928022\n",
      "refl:, 0.2170602220836629, 0.49, 6.105499330654852, 0.2669381026643071\n",
      "refl:, 0.2170602220836629, 0.4839506172839506, 6.029841508312739, 0.265864537999668\n",
      "refl:, 0.2170602220836629, 0.47804878048780486, 5.956039168418179, 0.26476870360049726\n",
      "refl:, 0.2170602220836629, 0.47228915662650606, 5.884024760185935, 0.26365066570667506\n",
      "refl:, 0.2170602220836629, 0.4666666666666667, 5.813733978168244, 0.26250810411848724\n",
      "refl:, 0.2170602220836629, 0.4611764705882353, 5.745105569345401, 0.26134058873292715\n",
      "refl:, 0.2170602220836629, 0.4558139534883721, 5.678081153837623, 0.26014984735445634\n",
      "refl:, 0.2170602220836629, 0.4505747126436782, 5.612605058127373, 0.25893548643505515\n",
      "refl:, 0.2170602220836629, 0.4454545454545454, 5.5486241597837695, 0.2576951510120501\n",
      "refl:, 0.2170602220836629, 0.44044943820224725, 5.486087742772728, 0.2564288095400968\n",
      "refl:, 0.2170602220836629, 0.43555555555555553, 5.424947362519055, 0.2551382775804875\n",
      "refl:, 0.2170602220836629, 0.4307692307692308, 5.365156719961124, 0.25382296989852066\n",
      "refl:, 0.2170602220836629, 0.4260869565217391, 5.306671543905553, 0.25248068938520546\n",
      "refl:, 0.2170602220836629, 0.421505376344086, 5.249449481049872, 0.2511120329000034\n",
      "refl:, 0.2170602220836629, 0.41702127659574467, 5.19344999309547, 0.2497191778959394\n",
      "refl:, 0.2170602220836629, 0.4126315789473684, 5.138634260422533, 0.2483012320567707\n",
      "refl:, 0.2170602220836629, 0.4083333333333333, 5.08496509184317, 0.2468560224651321\n",
      "refl:, 0.2170602220836629, 0.4041237113402062, 5.032406839989342, 0.24538435149961998\n",
      "refl:, 0.2170602220836629, 0.4, 4.980925321928872, 0.2438873823711191\n",
      "-----------\n",
      "Initializing structure...\n",
      "time for choose_chunkdivision = 0.000108957 s\n",
      "Working in 3D dimensions.\n",
      "Computational cell is 0.02 x 0.02 x 12 with resolution 50\n",
      "time for set_epsilon = 0.00942492 s\n",
      "-----------\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.24537918139687384 / 0.24537918139687384 = 1.0\n",
      "field decay(t = 100.01): 1.2755953357084837e-13 / 0.24537918139687384 = 5.198466016745522e-13\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "time for choose_chunkdivision = 0.000109911 s\n",
      "Working in 3D dimensions.\n",
      "Computational cell is 0.02 x 0.02 x 12 with resolution 50\n",
      "     block, center = (0,0,3)\n",
      "          size (1e+20,1e+20,6)\n",
      "          axes (1,0,0), (0,1,0), (0,0,1)\n",
      "          dielectric constant epsilon diagonal = (12.25,12.25,12.25)\n",
      "time for set_epsilon = 0.015625 s\n",
      "-----------\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.24537918161848085 / 0.24537918161848085 = 1.0\n",
      "field decay(t = 100.01): 2.2796495621609012e-11 / 0.24537918161848085 = 9.290313657111033e-11\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "refl:, 0.3235238063781509, 0.8, 14.999999999999998, 0.28256373042287475\n",
      "refl:, 0.3235238063781509, 0.784, 14.693171512000124, 0.28247093802487827\n",
      "refl:, 0.3235238063781509, 0.7686274509803922, 14.398780921441814, 0.28233355058613946\n",
      "refl:, 0.3235238063781509, 0.7538461538461539, 14.116078899389818, 0.2821545309608155\n",
      "refl:, 0.3235238063781509, 0.739622641509434, 13.844375746673084, 0.2819358770069733\n",
      "refl:, 0.3235238063781509, 0.7259259259259259, 13.583035518835887, 0.2816776835689441\n",
      "refl:, 0.3235238063781509, 0.7127272727272727, 13.331470838933798, 0.28138133257604653\n",
      "refl:, 0.3235238063781509, 0.7, 13.089138305160036, 0.281049646363028\n",
      "refl:, 0.3235238063781509, 0.6877192982456141, 12.855534414514684, 0.28068351331308133\n",
      "refl:, 0.3235238063781509, 0.6758620689655173, 12.630191935533823, 0.28028281405469785\n",
      "refl:, 0.3235238063781509, 0.664406779661017, 12.412676672931594, 0.2798495314094937\n",
      "refl:, 0.3235238063781509, 0.6533333333333333, 12.202584575236058, 0.27938611173524625\n",
      "refl:, 0.3235238063781509, 0.6426229508196721, 11.999539143408532, 0.2788927304404999\n",
      "refl:, 0.3235238063781509, 0.632258064516129, 11.803189104258525, 0.27836932361278227\n",
      "refl:, 0.3235238063781509, 0.6222222222222222, 11.613206317390016, 0.27781781071798484\n",
      "refl:, 0.3235238063781509, 0.6124999999999999, 11.429283888592414, 0.27723982281143944\n",
      "refl:, 0.3235238063781509, 0.6030769230769231, 11.25113446614539, 0.27663483656101373\n",
      "refl:, 0.3235238063781509, 0.593939393939394, 11.078488699542484, 0.2760025164435567\n",
      "refl:, 0.3235238063781509, 0.5850746268656717, 10.91109384273803, 0.27534443882671783\n",
      "refl:, 0.3235238063781509, 0.5764705882352942, 10.748712486253877, 0.2746616477877146\n",
      "refl:, 0.3235238063781509, 0.5681159420289855, 10.591121404404543, 0.2739530013321228\n",
      "refl:, 0.3235238063781509, 0.56, 10.438110505558328, 0.27321798287921667\n",
      "refl:, 0.3235238063781509, 0.552112676056338, 10.289481874787974, 0.2724582796019277\n",
      "refl:, 0.3235238063781509, 0.5444444444444444, 10.145048899510067, 0.27167450266463894\n",
      "refl:, 0.3235238063781509, 0.536986301369863, 10.004635469795673, 0.2708649570485523\n",
      "refl:, 0.3235238063781509, 0.5297297297297298, 9.868075245978739, 0.27002944005333146\n",
      "refl:, 0.3235238063781509, 0.5226666666666667, 9.735210987013529, 0.2691698987799361\n",
      "refl:, 0.3235238063781509, 0.5157894736842105, 9.60589393375409, 0.26828628327229254\n",
      "refl:, 0.3235238063781509, 0.509090909090909, 9.479983241961918, 0.2673766390145325\n",
      "refl:, 0.3235238063781509, 0.5025641025641026, 9.3573454604044, 0.266441343276572\n",
      "refl:, 0.3235238063781509, 0.4962025316455696, 9.237854049896542, 0.2654822435375998\n",
      "refl:, 0.3235238063781509, 0.49, 9.121388939570695, 0.26449858196569564\n",
      "refl:, 0.3235238063781509, 0.4839506172839506, 9.00783611704105, 0.2634884799544352\n",
      "refl:, 0.3235238063781509, 0.47804878048780486, 8.897087249467761, 0.26245270185974406\n",
      "refl:, 0.3235238063781509, 0.47228915662650606, 8.789039332825531, 0.26139274110511584\n",
      "refl:, 0.3235238063781509, 0.4666666666666667, 8.683594366947904, 0.26030735036150837\n",
      "refl:, 0.3235238063781509, 0.4611764705882353, 8.5806590541555, 0.2591947457863499\n",
      "refl:, 0.3235238063781509, 0.4558139534883721, 8.480144519487721, 0.25805589551088276\n",
      "refl:, 0.3235238063781509, 0.4505747126436782, 8.381966050745921, 0.256892047194308\n",
      "refl:, 0.3235238063781509, 0.4454545454545454, 8.286042856724524, 0.2557015480946698\n",
      "refl:, 0.3235238063781509, 0.44044943820224725, 8.192297842157469, 0.2544827165503608\n",
      "refl:, 0.3235238063781509, 0.43555555555555553, 8.100657398042404, 0.25323697315876975\n",
      "refl:, 0.3235238063781509, 0.4307692307692308, 8.011051206126568, 0.25196549708688976\n",
      "refl:, 0.3235238063781509, 0.4260869565217391, 7.923412056447124, 0.2506663282693837\n",
      "refl:, 0.3235238063781509, 0.421505376344086, 7.837675676917115, 0.2493383700330171\n",
      "refl:, 0.3235238063781509, 0.41702127659574467, 7.753780574036344, 0.24798388324916928\n",
      "refl:, 0.3235238063781509, 0.4126315789473684, 7.671667883886533, 0.24660386238549814\n",
      "refl:, 0.3235238063781509, 0.4083333333333333, 7.591281232641979, 0.2451961050843521\n",
      "refl:, 0.3235238063781509, 0.4041237113402062, 7.512566605892175, 0.2437600099079589\n",
      "refl:, 0.3235238063781509, 0.4, 7.435472226131853, 0.24229747168145319\n",
      "-----------\n",
      "Initializing structure...\n",
      "time for choose_chunkdivision = 0.000112772 s\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Working in 3D dimensions.\n",
      "Computational cell is 0.02 x 0.02 x 12 with resolution 50\n",
      "time for set_epsilon = 0.007622 s\n",
      "-----------\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.23946072431081186 / 0.23946072431081186 = 1.0\n",
      "field decay(t = 100.01): 2.143367304660103e-13 / 0.23946072431081186 = 8.950809410724429e-13\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "time for choose_chunkdivision = 0.000111818 s\n",
      "Working in 3D dimensions.\n",
      "Computational cell is 0.02 x 0.02 x 12 with resolution 50\n",
      "     block, center = (0,0,3)\n",
      "          size (1e+20,1e+20,6)\n",
      "          axes (1,0,0), (0,1,0), (0,0,1)\n",
      "          dielectric constant epsilon diagonal = (12.25,12.25,12.25)\n",
      "time for set_epsilon = 0.0173719 s\n",
      "-----------\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.23946072470582727 / 0.23946072470582727 = 1.0\n",
      "field decay(t = 100.01): 2.2924410648414684e-11 / 0.23946072470582727 = 9.573348897434795e-11\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "refl:, 0.4275251791570859, 0.8, 20.0, 0.27287026974445927\n",
      "refl:, 0.4275251791570859, 0.784, 19.583468236198428, 0.2732024101218738\n",
      "refl:, 0.4275251791570859, 0.7686274509803922, 19.184283570762837, 0.2734622444200681\n",
      "refl:, 0.4275251791570859, 0.7538461538461539, 18.80136282780684, 0.27365329059595683\n",
      "refl:, 0.4275251791570859, 0.739622641509434, 18.433712921276232, 0.27378076185161915\n",
      "refl:, 0.4275251791570859, 0.7259259259259259, 18.080421505473552, 0.27384851240423785\n",
      "refl:, 0.4275251791570859, 0.7127272727272727, 17.74064878668832, 0.2738584846379507\n",
      "refl:, 0.4275251791570859, 0.7, 17.413620328364388, 0.27381376974644933\n",
      "refl:, 0.4275251791570859, 0.6877192982456141, 17.098620709730763, 0.27371850538265774\n",
      "refl:, 0.4275251791570859, 0.6758620689655173, 16.794987920274295, 0.2735750966910372\n",
      "refl:, 0.4275251791570859, 0.664406779661017, 16.50210839086207, 0.2733847949229058\n",
      "refl:, 0.4275251791570859, 0.6533333333333333, 16.21941257752279, 0.2731503266875855\n",
      "refl:, 0.4275251791570859, 0.6426229508196721, 15.946371026493122, 0.2728749017452174\n",
      "refl:, 0.4275251791570859, 0.632258064516129, 15.682490859619808, 0.2725596258354739\n",
      "refl:, 0.4275251791570859, 0.6222222222222222, 15.427312627971409, 0.2722049153191827\n",
      "refl:, 0.4275251791570859, 0.6124999999999999, 15.18040748886694, 0.2718130795196188\n",
      "refl:, 0.4275251791570859, 0.6030769230769231, 14.941374667722823, 0.2713863599041548\n",
      "refl:, 0.4275251791570859, 0.593939393939394, 14.709839171355561, 0.2709245158308668\n",
      "refl:, 0.4275251791570859, 0.5850746268656717, 14.485449723819883, 0.2704275378957415\n",
      "refl:, 0.4275251791570859, 0.5764705882352942, 14.267876899642369, 0.26989771202120866\n",
      "refl:, 0.4275251791570859, 0.5681159420289855, 14.056811432538773, 0.26933628796739983\n",
      "refl:, 0.4275251791570859, 0.56, 13.851962680467771, 0.26874214027712073\n",
      "refl:, 0.4275251791570859, 0.552112676056338, 13.653057230248155, 0.2681155761222093\n",
      "refl:, 0.4275251791570859, 0.5444444444444444, 13.459837627011849, 0.2674588673074579\n",
      "refl:, 0.4275251791570859, 0.536986301369863, 13.272061215531336, 0.2667723151469476\n",
      "refl:, 0.4275251791570859, 0.5297297297297298, 13.089499081989581, 0.26605454446111854\n",
      "refl:, 0.4275251791570859, 0.5226666666666667, 12.911935086088024, 0.2653063511402134\n",
      "refl:, 0.4275251791570859, 0.5157894736842105, 12.73916497454351, 0.2645297343354968\n",
      "refl:, 0.4275251791570859, 0.509090909090909, 12.570995568032437, 0.2637242645202348\n",
      "refl:, 0.4275251791570859, 0.5025641025641026, 12.407244014521105, 0.2628885752055156\n",
      "refl:, 0.4275251791570859, 0.4962025316455696, 12.247737102692609, 0.26202377900308255\n",
      "refl:, 0.4275251791570859, 0.49, 12.092310629857906, 0.2611315306153532\n",
      "refl:, 0.4275251791570859, 0.4839506172839506, 11.94080881933422, 0.2602107728685866\n",
      "refl:, 0.4275251791570859, 0.47804878048780486, 11.793083782798943, 0.25926014291141586\n",
      "refl:, 0.4275251791570859, 0.47228915662650606, 11.648995023590732, 0.25828106391345235\n",
      "refl:, 0.4275251791570859, 0.4666666666666667, 11.508408977339421, 0.25727477704208235\n",
      "refl:, 0.4275251791570859, 0.4611764705882353, 11.37119858666983, 0.2562395153461572\n",
      "refl:, 0.4275251791570859, 0.4558139534883721, 11.23724290704701, 0.2551740956437644\n",
      "refl:, 0.4275251791570859, 0.4505747126436782, 11.106426741117268, 0.2540803028372474\n",
      "refl:, 0.4275251791570859, 0.4454545454545454, 10.978640299154753, 0.25295873317085843\n",
      "refl:, 0.4275251791570859, 0.44044943820224725, 10.853778883451254, 0.2518070732573948\n",
      "refl:, 0.4275251791570859, 0.43555555555555553, 10.731742594690267, 0.2506247305646683\n",
      "refl:, 0.4275251791570859, 0.4307692307692308, 10.61243605852877, 0.249413825082604\n",
      "refl:, 0.4275251791570859, 0.4260869565217391, 10.495768170772996, 0.2481743775271508\n",
      "refl:, 0.4275251791570859, 0.421505376344086, 10.381651859681224, 0.24690419443990608\n",
      "refl:, 0.4275251791570859, 0.41702127659574467, 10.270003864057921, 0.2456037441531416\n",
      "refl:, 0.4275251791570859, 0.4126315789473684, 10.160744525922071, 0.24427554305470142\n",
      "refl:, 0.4275251791570859, 0.4083333333333333, 10.053797596639106, 0.2429193465329389\n",
      "refl:, 0.4275251791570859, 0.4041237113402062, 9.949090055502005, 0.24153322642643202\n",
      "refl:, 0.4275251791570859, 0.4, 9.846551939834079, 0.2401180039660742\n",
      "-----------\n",
      "Initializing structure...\n",
      "time for choose_chunkdivision = 0.000110865 s\n",
      "Working in 3D dimensions.\n",
      "Computational cell is 0.02 x 0.02 x 12 with resolution 50\n",
      "time for set_epsilon = 0.00934601 s\n",
      "-----------\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.23217567515545764 / 0.23217567515545764 = 1.0\n",
      "field decay(t = 100.01): 3.1895846890533654e-13 / 0.23217567515545764 = 1.3737807317315728e-12\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "time for choose_chunkdivision = 0.000108957 s\n",
      "Working in 3D dimensions.\n",
      "Computational cell is 0.02 x 0.02 x 12 with resolution 50\n",
      "     block, center = (0,0,3)\n",
      "          size (1e+20,1e+20,6)\n",
      "          axes (1,0,0), (0,1,0), (0,0,1)\n",
      "          dielectric constant epsilon diagonal = (12.25,12.25,12.25)\n",
      "time for set_epsilon = 0.016118 s\n",
      "-----------\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.23217567572617967 / 0.23217567572617967 = 1.0\n",
      "field decay(t = 100.01): 2.511386584143695e-11 / 0.23217567572617967 = 1.0816751480484724e-10\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "refl:, 0.5282728271758743, 0.8, 25.0, 0.2601481976279196\n",
      "refl:, 0.5282728271758743, 0.784, 24.46679999189225, 0.2610696372423531\n",
      "refl:, 0.5282728271758743, 0.7686274509803922, 23.95662859236144, 0.2618770325163737\n",
      "refl:, 0.5282728271758743, 0.7538461538461539, 23.467975961566616, 0.2625788276586943\n",
      "refl:, 0.5282728271758743, 0.739622641509434, 22.99946566139384, 0.2631817618626755\n",
      "refl:, 0.5282728271758743, 0.7259259259259259, 22.54983979533518, 0.2636926798419164\n",
      "refl:, 0.5282728271758743, 0.7127272727272727, 22.117946146436154, 0.2641189902441729\n",
      "refl:, 0.5282728271758743, 0.7, 21.70272699899909, 0.2644658127354963\n",
      "refl:, 0.5282728271758743, 0.6877192982456141, 21.303209386217617, 0.26473707694833154\n",
      "refl:, 0.5282728271758743, 0.6758620689655173, 20.91849655102253, 0.26493869102120726\n",
      "refl:, 0.5282728271758743, 0.664406779661017, 20.54776044367494, 0.26507564513451415\n",
      "refl:, 0.5282728271758743, 0.6533333333333333, 20.19023510896709, 0.2651500052068409\n",
      "refl:, 0.5282728271758743, 0.6426229508196721, 19.84521083974841, 0.26516501686911953\n",
      "refl:, 0.5282728271758743, 0.632258064516129, 19.51202899301187, 0.26512536746580095\n",
      "refl:, 0.5282728271758743, 0.6222222222222222, 19.190077380825585, 0.26503310672375896\n",
      "refl:, 0.5282728271758743, 0.6124999999999999, 18.878786161658894, 0.26488908132632305\n",
      "refl:, 0.5282728271758743, 0.6030769230769231, 18.577624168665142, 0.26469630209606193\n",
      "refl:, 0.5282728271758743, 0.593939393939394, 18.28609562066815, 0.26445767784614754\n",
      "refl:, 0.5282728271758743, 0.5850746268656717, 18.003737169291743, 0.26417370471931184\n",
      "refl:, 0.5282728271758743, 0.5764705882352942, 17.730115242139682, 0.26384505077481407\n",
      "refl:, 0.5282728271758743, 0.5681159420289855, 17.46482364739322, 0.26347427561024556\n",
      "refl:, 0.5282728271758743, 0.56, 17.207481409818527, 0.26306325708398504\n",
      "refl:, 0.5282728271758743, 0.552112676056338, 16.957730812108316, 0.262611771262809\n",
      "refl:, 0.5282728271758743, 0.5444444444444444, 16.715235618835717, 0.2621203557572436\n",
      "refl:, 0.5282728271758743, 0.536986301369863, 16.479679463167955, 0.2615915488530281\n",
      "refl:, 0.5282728271758743, 0.5297297297297298, 16.250764378950514, 0.26102646172552363\n",
      "refl:, 0.5282728271758743, 0.5226666666666667, 16.028209462892256, 0.26042407309811766\n",
      "refl:, 0.5282728271758743, 0.5157894736842105, 15.811749653412038, 0.25978529806673434\n",
      "refl:, 0.5282728271758743, 0.509090909090909, 15.60113461429131, 0.2591127130188696\n",
      "refl:, 0.5282728271758743, 0.5025641025641026, 15.396127712651408, 0.25840617419006323\n",
      "refl:, 0.5282728271758743, 0.4962025316455696, 15.196505081970068, 0.2576643632602327\n",
      "refl:, 0.5282728271758743, 0.49, 15.002054761894165, 0.2568889467859571\n",
      "refl:, 0.5282728271758743, 0.4839506172839506, 14.81257590751694, 0.2560818324629057\n",
      "refl:, 0.5282728271758743, 0.47804878048780486, 14.627878061586326, 0.2552417285733339\n",
      "refl:, 0.5282728271758743, 0.47228915662650606, 14.44778048381156, 0.25436772779199046\n",
      "refl:, 0.5282728271758743, 0.4666666666666667, 14.272111532051735, 0.2534618054882236\n",
      "refl:, 0.5282728271758743, 0.4611764705882353, 14.100708090713411, 0.2525248442883521\n",
      "refl:, 0.5282728271758743, 0.4558139534883721, 13.933415042164041, 0.25155500702726324\n",
      "refl:, 0.5282728271758743, 0.4505747126436782, 13.770084777392734, 0.25055182001671567\n",
      "refl:, 0.5282728271758743, 0.4454545454545454, 13.610576742526133, 0.24951717022490025\n",
      "refl:, 0.5282728271758743, 0.44044943820224725, 13.454757018141454, 0.24845117408859577\n",
      "refl:, 0.5282728271758743, 0.43555555555555553, 13.30249792861589, 0.24735169966979012\n",
      "refl:, 0.5282728271758743, 0.4307692307692308, 13.153677679016674, 0.2462187296769865\n",
      "refl:, 0.5282728271758743, 0.4260869565217391, 13.008180017272103, 0.24505436171970374\n",
      "refl:, 0.5282728271758743, 0.421505376344086, 12.865893919575512, 0.24385825418409707\n",
      "refl:, 0.5282728271758743, 0.41702127659574467, 12.726713297162874, 0.2426284381212972\n",
      "refl:, 0.5282728271758743, 0.4126315789473684, 12.590536722774571, 0.24136614460408662\n",
      "refl:, 0.5282728271758743, 0.4083333333333333, 12.457267175263851, 0.24007405600657153\n",
      "refl:, 0.5282728271758743, 0.4041237113402062, 12.326811800951434, 0.238751417728497\n",
      "refl:, 0.5282728271758743, 0.4, 12.199081690448809, 0.2373967326334257\n",
      "-----------\n",
      "Initializing structure...\n",
      "time for choose_chunkdivision = 0.000108004 s\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Working in 3D dimensions.\n",
      "Computational cell is 0.02 x 0.02 x 12 with resolution 50\n",
      "time for set_epsilon = 0.00868416 s\n",
      "-----------\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.22375100718842 / 0.22375100718842 = 1.0\n",
      "field decay(t = 100.01): 4.4054832270861915e-13 / 0.22375100718842 = 1.9689221883038714e-12\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "time for choose_chunkdivision = 0.000108957 s\n",
      "Working in 3D dimensions.\n",
      "Computational cell is 0.02 x 0.02 x 12 with resolution 50\n",
      "     block, center = (0,0,3)\n",
      "          size (1e+20,1e+20,6)\n",
      "          axes (1,0,0), (0,1,0), (0,0,1)\n",
      "          dielectric constant epsilon diagonal = (12.25,12.25,12.25)\n",
      "time for set_epsilon = 0.0171471 s\n",
      "-----------\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.22375100783149995 / 0.22375100783149995 = 1.0\n",
      "field decay(t = 100.01): 2.604590852088861e-11 / 0.22375100783149995 = 1.1640577074183724e-10\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "refl:, 0.6249999999999999, 0.8, 29.999999999999993, 0.2442050337697129\n",
      "refl:, 0.6249999999999999, 0.784, 29.34058157502373, 0.24592026654412946\n",
      "refl:, 0.6249999999999999, 0.7686274509803922, 28.711017527148794, 0.2474593095717218\n",
      "refl:, 0.6249999999999999, 0.7538461538461539, 28.10922128260952, 0.24883736533494075\n",
      "refl:, 0.6249999999999999, 0.739622641509434, 27.53330580109674, 0.25006920079221073\n",
      "refl:, 0.6249999999999999, 0.7259259259259259, 26.98155921981659, 0.25116546178265714\n",
      "refl:, 0.6249999999999999, 0.7127272727272727, 26.452424118557172, 0.2521360799590939\n",
      "refl:, 0.6249999999999999, 0.7, 25.944479772370002, 0.2529918131418104\n",
      "refl:, 0.6249999999999999, 0.6877192982456141, 25.45642688540588, 0.2537410511682661\n",
      "refl:, 0.6249999999999999, 0.6758620689655173, 24.98707439783817, 0.2543901348468849\n",
      "refl:, 0.6249999999999999, 0.664406779661017, 24.53532803474182, 0.2549460427718285\n",
      "refl:, 0.6249999999999999, 0.6533333333333333, 24.10018032643974, 0.25541571682136277\n",
      "refl:, 0.6249999999999999, 0.6426229508196721, 23.680701877992792, 0.25580383669879514\n",
      "refl:, 0.6249999999999999, 0.632258064516129, 23.276033704033082, 0.2561140687592272\n",
      "refl:, 0.6249999999999999, 0.6222222222222222, 22.885380476158563, 0.2563515425795029\n",
      "refl:, 0.6249999999999999, 0.6124999999999999, 22.508004555237044, 0.2565208309064006\n",
      "refl:, 0.6249999999999999, 0.6030769230769231, 22.14322070144805, 0.2566238743420462\n",
      "refl:, 0.6249999999999999, 0.593939393939394, 21.79039137167391, 0.25666334314703\n",
      "refl:, 0.6249999999999999, 0.5850746268656717, 21.448922527676533, 0.256643740595326\n",
      "refl:, 0.6249999999999999, 0.5764705882352942, 21.118259889941786, 0.25656730578199227\n",
      "refl:, 0.6249999999999999, 0.5681159420289855, 20.797885581592283, 0.25643465337781024\n",
      "refl:, 0.6249999999999999, 0.56, 20.487315114722662, 0.256248873599916\n",
      "refl:, 0.6249999999999999, 0.552112676056338, 20.186094678183196, 0.25601329709669296\n",
      "refl:, 0.6249999999999999, 0.5444444444444444, 19.89379869145801, 0.25572829145150733\n",
      "refl:, 0.6249999999999999, 0.536986301369863, 19.610027594036424, 0.255394616552182\n",
      "refl:, 0.6249999999999999, 0.5297297297297298, 19.33440584370919, 0.2550154350698738\n",
      "refl:, 0.6249999999999999, 0.5226666666666667, 19.066580100655866, 0.25459252830565576\n",
      "refl:, 0.6249999999999999, 0.5157894736842105, 18.806217577124535, 0.25412542518907427\n",
      "refl:, 0.6249999999999999, 0.509090909090909, 18.553004535020655, 0.2536152551480315\n",
      "refl:, 0.6249999999999999, 0.5025641025641026, 18.306644915884704, 0.2530647648651237\n",
      "refl:, 0.6249999999999999, 0.4962025316455696, 18.066859089603533, 0.25247451149799194\n",
      "refl:, 0.6249999999999999, 0.49, 17.833382709813034, 0.251843602956665\n",
      "refl:, 0.6249999999999999, 0.4839506172839506, 17.605965665348197, 0.25117351956545597\n",
      "refl:, 0.6249999999999999, 0.47804878048780486, 17.38437111831227, 0.2504665488589744\n",
      "refl:, 0.6249999999999999, 0.47228915662650606, 17.168374620396104, 0.2497220477831976\n",
      "refl:, 0.6249999999999999, 0.4666666666666667, 16.957763300004142, 0.24893902021832587\n",
      "refl:, 0.6249999999999999, 0.4611764705882353, 16.752335113553887, 0.24811948817045582\n",
      "refl:, 0.6249999999999999, 0.4558139534883721, 16.551898155026578, 0.24726486187036864\n",
      "refl:, 0.6249999999999999, 0.4505747126436782, 16.35627001847215, 0.24637335126615545\n",
      "refl:, 0.6249999999999999, 0.4454545454545454, 16.165277208722518, 0.24544445758208924\n",
      "refl:, 0.6249999999999999, 0.44044943820224725, 15.978754596053776, 0.24448044797494067\n",
      "refl:, 0.6249999999999999, 0.43555555555555553, 15.796544910968182, 0.24348141406546195\n",
      "refl:, 0.6249999999999999, 0.4307692307692308, 15.618498275648548, 0.24244508607372425\n",
      "refl:, 0.6249999999999999, 0.4260869565217391, 15.44447176897603, 0.24137187009594935\n",
      "refl:, 0.6249999999999999, 0.421505376344086, 15.274329022304034, 0.2402639528246127\n",
      "refl:, 0.6249999999999999, 0.41702127659574467, 15.107939843449019, 0.23912065251888115\n",
      "refl:, 0.6249999999999999, 0.4126315789473684, 14.94517986659885, 0.23794038016947253\n",
      "refl:, 0.6249999999999999, 0.4083333333333333, 14.78593022605342, 0.23672496742401775\n",
      "refl:, 0.6249999999999999, 0.4041237113402062, 14.630077251904048, 0.23547697979370008\n",
      "refl:, 0.6249999999999999, 0.4, 14.477512185929921, 0.23419574038931623\n",
      "-----------\n",
      "Initializing structure...\n",
      "time for choose_chunkdivision = 0.000112057 s\n",
      "Working in 3D dimensions.\n",
      "Computational cell is 0.02 x 0.02 x 12 with resolution 50\n",
      "time for set_epsilon = 0.00802183 s\n",
      "-----------\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.2144470639002981 / 0.2144470639002981 = 1.0\n",
      "field decay(t = 100.01): 5.749510870152026e-13 / 0.2144470639002981 = 2.6810863089387505e-12\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "time for choose_chunkdivision = 0.000110865 s\n",
      "Working in 3D dimensions.\n",
      "Computational cell is 0.02 x 0.02 x 12 with resolution 50\n",
      "     block, center = (0,0,3)\n",
      "          size (1e+20,1e+20,6)\n",
      "          axes (1,0,0), (0,1,0), (0,0,1)\n",
      "          dielectric constant epsilon diagonal = (12.25,12.25,12.25)\n",
      "time for set_epsilon = 0.016397 s\n",
      "-----------\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.21444706445458073 / 0.21444706445458073 = 1.0\n",
      "field decay(t = 100.01): 2.737725032991902e-11 / 0.21444706445458073 = 1.276643744205575e-10\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "refl:, 0.7169705454388076, 0.8, 35.0, 0.22482605012853205\n",
      "refl:, 0.7169705454388076, 0.784, 34.201491482224874, 0.2275879297659293\n",
      "refl:, 0.7169705454388076, 0.7686274509803922, 33.4413597291606, 0.2300861771421993\n",
      "refl:, 0.7169705454388076, 0.7538461538461539, 32.71669424141867, 0.23234663839124975\n",
      "refl:, 0.7169705454388076, 0.739622641509434, 32.02489215108529, 0.2343911194485937\n",
      "refl:, 0.7169705454388076, 0.7259259259259259, 31.363616172201723, 0.23623793864435802\n",
      "refl:, 0.7169705454388076, 0.7127272727272727, 30.73075960358516, 0.23790584943527182\n",
      "refl:, 0.7169705454388076, 0.7, 30.12441698853809, 0.2394088473062314\n",
      "refl:, 0.7169705454388076, 0.6877192982456141, 29.542859352190995, 0.24075882698160853\n",
      "refl:, 0.7169705454388076, 0.6758620689655173, 28.984513173223203, 0.24196961848162934\n",
      "refl:, 0.7169705454388076, 0.664406779661017, 28.447942424882076, 0.24305087670480616\n",
      "refl:, 0.7169705454388076, 0.6533333333333333, 27.931833156170086, 0.24400999332366932\n",
      "refl:, 0.7169705454388076, 0.6426229508196721, 27.43498018882287, 0.24485687989558083\n",
      "refl:, 0.7169705454388076, 0.632258064516129, 26.95627558715663, 0.24559913215899493\n",
      "refl:, 0.7169705454388076, 0.6222222222222222, 26.49469862174186, 0.246241502598612\n",
      "refl:, 0.7169705454388076, 0.6124999999999999, 26.049306998353728, 0.24679042717466868\n",
      "refl:, 0.7169705454388076, 0.6030769230769231, 25.619229163859046, 0.2472523465378225\n",
      "refl:, 0.7169705454388076, 0.593939393939394, 25.20365753294407, 0.24763123330505407\n",
      "refl:, 0.7169705454388076, 0.5850746268656717, 24.80184250561243, 0.24793067603660995\n",
      "refl:, 0.7169705454388076, 0.5764705882352942, 24.41308716651858, 0.24815554480891827\n",
      "refl:, 0.7169705454388076, 0.5681159420289855, 24.036742574466203, 0.24831017863638788\n",
      "refl:, 0.7169705454388076, 0.56, 23.672203564580393, 0.24839671574872801\n",
      "refl:, 0.7169705454388076, 0.552112676056338, 23.318904997368072, 0.24841768322180216\n",
      "refl:, 0.7169705454388076, 0.5444444444444444, 22.976318398592397, 0.24837749388988659\n",
      "refl:, 0.7169705454388076, 0.536986301369863, 22.643948941980693, 0.24827859346807957\n",
      "refl:, 0.7169705454388076, 0.5297297297297298, 22.321332733561132, 0.24812142120897318\n",
      "refl:, 0.7169705454388076, 0.5226666666666667, 22.008034362119382, 0.24790902685773963\n",
      "refl:, 0.7169705454388076, 0.5157894736842105, 21.703644685073712, 0.24764492885992392\n",
      "refl:, 0.7169705454388076, 0.509090909090909, 21.407778823139967, 0.24732917319523862\n",
      "refl:, 0.7169705454388076, 0.5025641025641026, 21.120074340620857, 0.24696243326222161\n",
      "refl:, 0.7169705454388076, 0.4962025316455696, 20.840189591108683, 0.24654821236606225\n",
      "refl:, 0.7169705454388076, 0.49, 20.56780221092012, 0.246087935342834\n",
      "refl:, 0.7169705454388076, 0.4839506172839506, 20.302607744753697, 0.2455807741452668\n",
      "refl:, 0.7169705454388076, 0.47804878048780486, 20.044318389931625, 0.24502832199568722\n",
      "refl:, 0.7169705454388076, 0.47228915662650606, 19.79266184720379, 0.24443328421700983\n",
      "refl:, 0.7169705454388076, 0.4666666666666667, 19.54738026749198, 0.24379556106465222\n",
      "refl:, 0.7169705454388076, 0.4611764705882353, 19.308229285168313, 0.24311440973651832\n",
      "refl:, 0.7169705454388076, 0.4558139534883721, 19.07497712952083, 0.2423917032614313\n",
      "refl:, 0.7169705454388076, 0.4505747126436782, 18.847403806983923, 0.24162921270758458\n",
      "refl:, 0.7169705454388076, 0.4454545454545454, 18.62530034751981, 0.24082577322829152\n",
      "refl:, 0.7169705454388076, 0.44044943820224725, 18.408468109247096, 0.23998068018388435\n",
      "refl:, 0.7169705454388076, 0.43555555555555553, 18.196718136035763, 0.23909605307915388\n",
      "refl:, 0.7169705454388076, 0.4307692307692308, 17.98987056333767, 0.23817255818097147\n",
      "refl:, 0.7169705454388076, 0.4260869565217391, 17.787754068005896, 0.23720797538105634\n",
      "refl:, 0.7169705454388076, 0.421505376344086, 17.590205358285754, 0.236202366418755\n",
      "refl:, 0.7169705454388076, 0.41702127659574467, 17.39706870053973, 0.23515820136339463\n",
      "refl:, 0.7169705454388076, 0.4126315789473684, 17.20819547960629, 0.2340750107196232\n",
      "refl:, 0.7169705454388076, 0.4083333333333333, 17.02344378999232, 0.2329510888033509\n",
      "refl:, 0.7169705454388076, 0.4041237113402062, 16.842678055366356, 0.23178864386805378\n",
      "refl:, 0.7169705454388076, 0.4, 16.665768674058118, 0.2305906700422077\n",
      "-----------\n",
      "Initializing structure...\n",
      "time for choose_chunkdivision = 0.000108957 s\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Working in 3D dimensions.\n",
      "Computational cell is 0.02 x 0.02 x 12 with resolution 50\n",
      "time for set_epsilon = 0.00882411 s\n",
      "-----------\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.20454876789491885 / 0.20454876789491885 = 1.0\n",
      "field decay(t = 100.01): 7.178635175771892e-13 / 0.20454876789491885 = 3.509498125874663e-12\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "time for choose_chunkdivision = 0.000108004 s\n",
      "Working in 3D dimensions.\n",
      "Computational cell is 0.02 x 0.02 x 12 with resolution 50\n",
      "     block, center = (0,0,3)\n",
      "          size (1e+20,1e+20,6)\n",
      "          axes (1,0,0), (0,1,0), (0,0,1)\n",
      "          dielectric constant epsilon diagonal = (12.25,12.25,12.25)\n",
      "time for set_epsilon = 0.018625 s\n",
      "-----------\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.20454876813558592 / 0.20454876813558592 = 1.0\n",
      "field decay(t = 100.01): 2.8174572450318613e-11 / 0.20454876813558592 = 1.3774012284270024e-10\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "refl:, 0.8034845121081741, 0.8, 39.99999999999999, 0.20179462162966672\n",
      "refl:, 0.8034845121081741, 0.784, 39.04509528455022, 0.2059250719323383\n",
      "refl:, 0.8034845121081741, 0.7686274509803922, 38.139646206191365, 0.20966397204966036\n",
      "refl:, 0.8034845121081741, 0.7538461538461539, 37.27949726994566, 0.21305427397378518\n",
      "refl:, 0.8034845121081741, 0.739622641509434, 36.46098976062103, 0.21613269723029083\n",
      "refl:, 0.8034845121081741, 0.7259259259259259, 35.680884053707004, 0.21892741270212848\n",
      "refl:, 0.8034845121081741, 0.7127272727272727, 34.93629688867566, 0.22146683922801672\n",
      "refl:, 0.8034845121081741, 0.7, 34.22465020933728, 0.22377279980470224\n",
      "refl:, 0.8034845121081741, 0.6877192982456141, 33.54362905484555, 0.22586624586940138\n",
      "refl:, 0.8034845121081741, 0.6758620689655173, 32.89114661043291, 0.22776517254801126\n",
      "refl:, 0.8034845121081741, 0.664406779661017, 32.265314978971055, 0.2294835019692795\n",
      "refl:, 0.8034845121081741, 0.6533333333333333, 31.664420565727855, 0.2310373437439053\n",
      "refl:, 0.8034845121081741, 0.6426229508196721, 31.086903214629274, 0.23243828166083527\n",
      "refl:, 0.8034845121081741, 0.632258064516129, 30.531338419096144, 0.23369542692345546\n",
      "refl:, 0.8034845121081741, 0.6222222222222222, 29.996422070856152, 0.2348212532271984\n",
      "refl:, 0.8034845121081741, 0.6124999999999999, 29.480957317802616, 0.23582404434823864\n",
      "refl:, 0.8034845121081741, 0.6030769230769231, 28.983843185365757, 0.23670970324155213\n",
      "refl:, 0.8034845121081741, 0.593939393939394, 28.504064681021994, 0.2374874618810027\n",
      "refl:, 0.8034845121081741, 0.5850746268656717, 28.0406841528977, 0.23816414677923553\n",
      "refl:, 0.8034845121081741, 0.5764705882352942, 27.592833714170844, 0.2387438174110003\n",
      "refl:, 0.8034845121081741, 0.5681159420289855, 27.159708577552564, 0.239232508084756\n",
      "refl:, 0.8034845121081741, 0.56, 26.740561170354134, 0.23963612123153596\n",
      "refl:, 0.8034845121081741, 0.552112676056338, 26.33469592188663, 0.23995828312103898\n",
      "refl:, 0.8034845121081741, 0.5444444444444444, 25.94146463225064, 0.24020224568501714\n",
      "refl:, 0.8034845121081741, 0.536986301369863, 25.560262345758233, 0.24037244343095185\n",
      "refl:, 0.8034845121081741, 0.5297297297297298, 25.190523663916437, 0.2404730149043355\n",
      "refl:, 0.8034845121081741, 0.5226666666666667, 24.831719442577725, 0.2405057199519815\n",
      "refl:, 0.8034845121081741, 0.5157894736842105, 24.483353825914165, 0.24047273277761147\n",
      "refl:, 0.8034845121081741, 0.509090909090909, 24.144961576600384, 0.2403784518025041\n",
      "refl:, 0.8034845121081741, 0.5025641025641026, 23.816105667237974, 0.24022489861203003\n",
      "refl:, 0.8034845121081741, 0.4962025316455696, 23.496375102814216, 0.24001212440412875\n",
      "refl:, 0.8034845121081741, 0.49, 23.185382948015043, 0.2397434129524054\n",
      "refl:, 0.8034845121081741, 0.4839506172839506, 22.882764536632674, 0.2394219863711472\n",
      "refl:, 0.8034845121081741, 0.47804878048780486, 22.58817584322306, 0.23904730465890137\n",
      "refl:, 0.8034845121081741, 0.47228915662650606, 22.301291999661412, 0.23862033792003395\n",
      "refl:, 0.8034845121081741, 0.4666666666666667, 22.021805941382443, 0.23814466238694304\n",
      "refl:, 0.8034845121081741, 0.4611764705882353, 21.749427169932794, 0.23762099874005177\n",
      "refl:, 0.8034845121081741, 0.4558139534883721, 21.483880620051718, 0.23704845905896132\n",
      "refl:, 0.8034845121081741, 0.4505747126436782, 21.224905620871482, 0.2364290006894749\n",
      "refl:, 0.8034845121081741, 0.4454545454545454, 20.972254942022712, 0.23576489053070165\n",
      "refl:, 0.8034845121081741, 0.44044943820224725, 20.725693916468796, 0.23505540516189377\n",
      "refl:, 0.8034845121081741, 0.43555555555555553, 20.48499963280006, 0.23429986728741037\n",
      "refl:, 0.8034845121081741, 0.4307692307692308, 20.249960190511292, 0.23350021386178307\n",
      "refl:, 0.8034845121081741, 0.4260869565217391, 20.020374012481035, 0.23265749904183425\n",
      "refl:, 0.8034845121081741, 0.421505376344086, 19.79604920948226, 0.23176986721335244\n",
      "refl:, 0.8034845121081741, 0.41702127659574467, 19.576802992091316, 0.23083693098169072\n",
      "refl:, 0.8034845121081741, 0.4126315789473684, 19.362461125837058, 0.22986107450928206\n",
      "refl:, 0.8034845121081741, 0.4083333333333333, 19.15285742585141, 0.2288423958877941\n",
      "refl:, 0.8034845121081741, 0.4041237113402062, 18.9478332876545, 0.22777913143869027\n",
      "refl:, 0.8034845121081741, 0.4, 18.747237251037504, 0.22667336344348024\n",
      "-----------\n",
      "Initializing structure...\n",
      "time for choose_chunkdivision = 0.000111103 s\n",
      "Working in 3D dimensions.\n",
      "Computational cell is 0.02 x 0.02 x 12 with resolution 50\n",
      "time for set_epsilon = 0.006598 s\n",
      "-----------\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.1943564114319847 / 0.1943564114319847 = 1.0\n",
      "field decay(t = 100.01): 8.613369505850488e-13 / 0.1943564114319847 = 4.431739319731548e-12\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "time for choose_chunkdivision = 0.000108004 s\n",
      "Working in 3D dimensions.\n",
      "Computational cell is 0.02 x 0.02 x 12 with resolution 50\n",
      "     block, center = (0,0,3)\n",
      "          size (1e+20,1e+20,6)\n",
      "          axes (1,0,0), (0,1,0), (0,0,1)\n",
      "          dielectric constant epsilon diagonal = (12.25,12.25,12.25)\n",
      "time for set_epsilon = 0.0163691 s\n",
      "-----------\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.1943564112167818 / 0.1943564112167818 = 1.0\n",
      "field decay(t = 100.01): 2.929219089217826e-11 / 0.1943564112167818 = 1.5071378766870859e-10\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "refl:, 0.8838834764831843, 0.8, 44.99999999999999, 0.1749506546010766\n",
      "refl:, 0.8838834764831843, 0.784, 43.865246854678944, 0.18084614262894314\n",
      "refl:, 0.8838834764831843, 0.7686274509803922, 42.79498686880298, 0.18616490888473136\n",
      "refl:, 0.8838834764831843, 0.7538461538461539, 41.78306957363623, 0.1909834896778329\n",
      "refl:, 0.8838834764831843, 0.739622641509434, 40.82419653278361, 0.1953532231998348\n",
      "refl:, 0.8838834764831843, 0.7259259259259259, 39.913765803587594, 0.19932045676242707\n",
      "refl:, 0.8838834764831843, 0.7127272727272727, 39.047751315763335, 0.20293092176670602\n",
      "refl:, 0.8838834764831843, 0.7, 38.2226079814105, 0.20621465898807328\n",
      "refl:, 0.8838834764831843, 0.6877192982456141, 37.435196089128915, 0.20920558346668153\n",
      "refl:, 0.8838834764831843, 0.6758620689655173, 36.682720369951866, 0.21192936258982145\n",
      "refl:, 0.8838834764831843, 0.664406779661017, 35.962680378531154, 0.2144091185242741\n",
      "refl:, 0.8838834764831843, 0.6533333333333333, 35.272829708778914, 0.21666666414632094\n",
      "refl:, 0.8838834764831843, 0.6426229508196721, 34.61114218453038, 0.2187182335956619\n",
      "refl:, 0.8838834764831843, 0.632258064516129, 33.975783613579615, 0.22058228827610923\n",
      "refl:, 0.8838834764831843, 0.6222222222222222, 33.36508802077569, 0.22227211810191635\n",
      "refl:, 0.8838834764831843, 0.6124999999999999, 32.77753751829758, 0.22379917822267162\n",
      "refl:, 0.8838834764831843, 0.6030769230769231, 32.21174515294742, 0.225178014297656\n",
      "refl:, 0.8838834764831843, 0.593939393939394, 31.666440208036935, 0.22641701701757366\n",
      "refl:, 0.8838834764831843, 0.5850746268656717, 31.14045554291693, 0.22752429105750807\n",
      "refl:, 0.8838834764831843, 0.5764705882352942, 30.6327166347442, 0.22851103000945724\n",
      "refl:, 0.8838834764831843, 0.5681159420289855, 30.142232050688204, 0.2293833309292736\n",
      "refl:, 0.8838834764831843, 0.56, 29.66808512880701, 0.23014665030198314\n",
      "refl:, 0.8838834764831843, 0.552112676056338, 29.20942668547734, 0.2308091072410071\n",
      "refl:, 0.8838834764831843, 0.5444444444444444, 28.765468598924116, 0.23137604508998047\n",
      "refl:, 0.8838834764831843, 0.536986301369863, 28.33547814384704, 0.23185120425684555\n",
      "refl:, 0.8838834764831843, 0.5297297297297298, 27.91877297273401, 0.23223967284122596\n",
      "refl:, 0.8838834764831843, 0.5226666666666667, 27.514716656212954, 0.23254649427327514\n",
      "refl:, 0.8838834764831843, 0.5157894736842105, 27.12271470851516, 0.23277497605931805\n",
      "refl:, 0.8838834764831843, 0.509090909090909, 26.742211035417114, 0.2329274877105852\n",
      "refl:, 0.8838834764831843, 0.5025641025641026, 26.372684751370738, 0.23300817835325607\n",
      "refl:, 0.8838834764831843, 0.4962025316455696, 26.013647320299032, 0.23302096475520206\n",
      "refl:, 0.8838834764831843, 0.49, 25.66463998102006, 0.23296661309174865\n",
      "refl:, 0.8838834764831843, 0.4839506172839506, 25.32523142370283, 0.2328473819749458\n",
      "refl:, 0.8838834764831843, 0.47804878048780486, 24.99501568834094, 0.23266777547883646\n",
      "refl:, 0.8838834764831843, 0.47228915662650606, 24.673610260104642, 0.2324286704369094\n",
      "refl:, 0.8838834764831843, 0.4666666666666667, 24.360654339720863, 0.23213016162250638\n",
      "refl:, 0.8838834764831843, 0.4611764705882353, 24.055807269832574, 0.23177609164136181\n",
      "refl:, 0.8838834764831843, 0.4558139534883721, 23.75874710068368, 0.2313686559958002\n",
      "refl:, 0.8838834764831843, 0.4505747126436782, 23.46916928052956, 0.23090689658521463\n",
      "refl:, 0.8838834764831843, 0.4454545454545454, 23.18678545794031, 0.23039248392782377\n",
      "refl:, 0.8838834764831843, 0.44044943820224725, 22.911322384688706, 0.22982847953509086\n",
      "refl:, 0.8838834764831843, 0.43555555555555553, 22.64252090923418, 0.22921468760037644\n",
      "refl:, 0.8838834764831843, 0.4307692307692308, 22.380135051959574, 0.2285503145110825\n",
      "refl:, 0.8838834764831843, 0.4260869565217391, 22.123931154313652, 0.22783728199610298\n",
      "refl:, 0.8838834764831843, 0.421505376344086, 21.873687094881706, 0.22707701516938034\n",
      "refl:, 0.8838834764831843, 0.41702127659574467, 21.629191566166806, 0.226267933168201\n",
      "refl:, 0.8838834764831843, 0.4126315789473684, 21.390243406530644, 0.22540929123705422\n",
      "refl:, 0.8838834764831843, 0.4083333333333333, 21.156650982328358, 0.22450324859888127\n",
      "refl:, 0.8838834764831843, 0.4041237113402062, 20.928231615787418, 0.2235503997974889\n",
      "refl:, 0.8838834764831843, 0.4, 20.704811054635428, 0.22254911459777174\n",
      "-----------\n",
      "Initializing structure...\n",
      "time for choose_chunkdivision = 0.000109911 s\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Working in 3D dimensions.\n",
      "Computational cell is 0.02 x 0.02 x 12 with resolution 50\n",
      "time for set_epsilon = 0.006423 s\n",
      "-----------\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.18417632037527257 / 0.18417632037527257 = 1.0\n",
      "field decay(t = 100.01): 1.0178427595748204e-12 / 0.18417632037527257 = 5.5264583280895835e-12\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "time for choose_chunkdivision = 0.000110865 s\n",
      "Working in 3D dimensions.\n",
      "Computational cell is 0.02 x 0.02 x 12 with resolution 50\n",
      "     block, center = (0,0,3)\n",
      "          size (1e+20,1e+20,6)\n",
      "          axes (1,0,0), (0,1,0), (0,0,1)\n",
      "          dielectric constant epsilon diagonal = (12.25,12.25,12.25)\n",
      "time for set_epsilon = 0.0184629 s\n",
      "-----------\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.18417631975521828 / 0.18417631975521828 = 1.0\n",
      "field decay(t = 100.01): 2.8713012611847576e-11 / 0.18417631975521828 = 1.5589958931750262e-10\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "refl:, 0.9575555538987225, 0.8, 50.0, 0.14429067301668\n",
      "refl:, 0.9575555538987225, 0.784, 48.6530933185261, 0.15241249489296654\n",
      "refl:, 0.9575555538987225, 0.7686274509803922, 47.39207738436693, 0.15970237410745958\n",
      "refl:, 0.9575555538987225, 0.7538461538461539, 46.207396358038395, 0.16628917742963503\n",
      "refl:, 0.9575555538987225, 0.739622641509434, 45.091066324150106, 0.1722363131532337\n",
      "refl:, 0.9575555538987225, 0.7259259259259259, 44.036334278275795, 0.1776288135399773\n",
      "refl:, 0.9575555538987225, 0.7127272727272727, 43.037427456538545, 0.1825236470768417\n",
      "refl:, 0.9575555538987225, 0.7, 42.089365210987516, 0.1869718164862598\n",
      "refl:, 0.9575555538987225, 0.6877192982456141, 41.18781524255363, 0.19102552097133876\n",
      "refl:, 0.9575555538987225, 0.6758620689655173, 40.32898196453324, 0.19471651743120957\n",
      "refl:, 0.9575555538987225, 0.664406779661017, 39.50951857909891, 0.1980846376246996\n",
      "refl:, 0.9575555538987225, 0.6533333333333333, 38.726456948394606, 0.20115681830261414\n",
      "refl:, 0.9575555538987225, 0.6426229508196721, 37.97715101972185, 0.20395988101926588\n",
      "refl:, 0.9575555538987225, 0.632258064516129, 37.25923071465613, 0.20651807398114963\n",
      "refl:, 0.9575555538987225, 0.6222222222222222, 36.57056399547784, 0.20884957043569513\n",
      "refl:, 0.9575555538987225, 0.6124999999999999, 35.909225393217994, 0.21097550520798009\n",
      "refl:, 0.9575555538987225, 0.6030769230769231, 35.273469693564564, 0.21290924565401623\n",
      "refl:, 0.9575555538987225, 0.593939393939394, 34.6617097783444, 0.214665416754943\n",
      "refl:, 0.9575555538987225, 0.5850746268656717, 34.07249784378941, 0.2162593463941121\n",
      "refl:, 0.9575555538987225, 0.5764705882352942, 33.504509384470694, 0.21769885837479563\n",
      "refl:, 0.9575555538987225, 0.5681159420289855, 32.95652945897567, 0.2189956192414337\n",
      "refl:, 0.9575555538987225, 0.56, 32.42744085087325, 0.22016058268759847\n",
      "refl:, 0.9575555538987225, 0.552112676056338, 31.91621381391884, 0.22119898455404\n",
      "refl:, 0.9575555538987225, 0.5444444444444444, 31.42189714930561, 0.22211935917204448\n",
      "refl:, 0.9575555538987225, 0.536986301369863, 30.943610409083956, 0.2229298821236265\n",
      "refl:, 0.9575555538987225, 0.5297297297297298, 30.480537056602333, 0.22363493657078803\n",
      "refl:, 0.9575555538987225, 0.5226666666666667, 30.031918444163345, 0.2242400133418431\n",
      "refl:, 0.9575555538987225, 0.5157894736842105, 29.597048491686717, 0.22475115535497284\n",
      "refl:, 0.9575555538987225, 0.509090909090909, 29.17526896927061, 0.2251729335780506\n",
      "refl:, 0.9575555538987225, 0.5025641025641026, 28.76596530209651, 0.22550858491249842\n",
      "refl:, 0.9575555538987225, 0.4962025316455696, 28.36856282886028, 0.22576196217784258\n",
      "refl:, 0.9575555538987225, 0.49, 27.982523455399697, 0.22593807040959396\n",
      "refl:, 0.9575555538987225, 0.4839506172839506, 27.60734265386835, 0.22603917633476883\n",
      "refl:, 0.9575555538987225, 0.47804878048780486, 27.24254676502359, 0.22606684493527063\n",
      "refl:, 0.9575555538987225, 0.47228915662650606, 26.88769056722596, 0.22602594884033364\n",
      "refl:, 0.9575555538987225, 0.4666666666666667, 26.54235508080712, 0.22591913511748662\n",
      "refl:, 0.9575555538987225, 0.4611764705882353, 26.206145580726076, 0.2257461894573964\n",
      "refl:, 0.9575555538987225, 0.4558139534883721, 25.878689794039474, 0.2255106337747593\n",
      "refl:, 0.9575555538987225, 0.4505747126436782, 25.55963626177365, 0.22521611643853037\n",
      "refl:, 0.9575555538987225, 0.4454545454545454, 25.248652847395146, 0.2248621048576318\n",
      "refl:, 0.9575555538987225, 0.44044943820224725, 24.945425376307522, 0.2244497571914091\n",
      "refl:, 0.9575555538987225, 0.43555555555555553, 24.64965639271632, 0.22398274531115286\n",
      "refl:, 0.9575555538987225, 0.4307692307692308, 24.361064021851533, 0.22346171326862457\n",
      "refl:, 0.9575555538987225, 0.4260869565217391, 24.079380926958596, 0.22288585592315466\n",
      "refl:, 0.9575555538987225, 0.421505376344086, 23.804353351700417, 0.22225690920257898\n",
      "refl:, 0.9575555538987225, 0.41702127659574467, 23.535740239681235, 0.22157652716566317\n",
      "refl:, 0.9575555538987225, 0.4126315789473684, 23.27331242373393, 0.22084351574148542\n",
      "refl:, 0.9575555538987225, 0.4083333333333333, 23.016851878423925, 0.220057130518136\n",
      "refl:, 0.9575555538987225, 0.4041237113402062, 22.76615102993319, 0.21921919579654955\n",
      "refl:, 0.9575555538987225, 0.4, 22.521012118111, 0.21832995493951468\n",
      "-----------\n",
      "Initializing structure...\n",
      "time for choose_chunkdivision = 0.000108004 s\n",
      "Working in 3D dimensions.\n",
      "Computational cell is 0.02 x 0.02 x 12 with resolution 50\n",
      "time for set_epsilon = 0.00824594 s\n",
      "-----------\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.17431196343224772 / 0.17431196343224772 = 1.0\n",
      "field decay(t = 100.01): 1.226599619152291e-12 / 0.17431196343224772 = 7.0368068547919865e-12\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "time for choose_chunkdivision = 0.000108957 s\n",
      "Working in 3D dimensions.\n",
      "Computational cell is 0.02 x 0.02 x 12 with resolution 50\n",
      "     block, center = (0,0,3)\n",
      "          size (1e+20,1e+20,6)\n",
      "          axes (1,0,0), (0,1,0), (0,0,1)\n",
      "          dielectric constant epsilon diagonal = (12.25,12.25,12.25)\n",
      "time for set_epsilon = 0.0162461 s\n",
      "-----------\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.17431196264184795 / 0.17431196264184795 = 1.0\n",
      "field decay(t = 100.01): 2.9177363356244976e-11 / 0.17431196264184795 = 1.6738589201817764e-10\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "refl:, 1.0239400553612397, 0.8, 54.99999999999999, 0.11015750327021501\n",
      "refl:, 1.0239400553612397, 0.784, 53.39534223243568, 0.12100519786278613\n",
      "refl:, 1.0239400553612397, 0.7686274509803922, 51.90867481651075, 0.13067356321855755\n",
      "refl:, 1.0239400553612397, 0.7538461538461539, 50.524208813748004, 0.1393743175816963\n",
      "refl:, 1.0239400553612397, 0.739622641509434, 49.22931269112476, 0.14718461760941978\n",
      "refl:, 1.0239400553612397, 0.7259259259259259, 48.013685667151286, 0.15425442212255983\n",
      "refl:, 1.0239400553612397, 0.7127272727272727, 46.86879216202182, 0.16064116852684127\n",
      "refl:, 1.0239400553612397, 0.7, 45.787462696319906, 0.1664466525245801\n",
      "refl:, 1.0239400553612397, 0.6877192982456141, 44.7636047370949, 0.17171830451504444\n",
      "refl:, 1.0239400553612397, 0.6758620689655173, 43.79198840588911, 0.17651889499651638\n",
      "refl:, 1.0239400553612397, 0.664406779661017, 42.868084512177944, 0.1808955749197593\n",
      "refl:, 1.0239400553612397, 0.6533333333333333, 41.98794000564178, 0.18488590864155194\n",
      "refl:, 1.0239400553612397, 0.6426229508196721, 41.148080731197126, 0.1885334768453189\n",
      "refl:, 1.0239400553612397, 0.632258064516129, 40.345434464399176, 0.19186399028554912\n",
      "refl:, 1.0239400553612397, 0.6222222222222222, 39.57726925315509, 0.1949105801621511\n",
      "refl:, 1.0239400553612397, 0.6124999999999999, 38.841143478370526, 0.19769436000574783\n",
      "refl:, 1.0239400553612397, 0.6030769230769231, 38.13486500383326, 0.20023789123980396\n",
      "refl:, 1.0239400553612397, 0.593939393939394, 37.45645745905701, 0.2025624060128163\n",
      "refl:, 1.0239400553612397, 0.5850746268656717, 36.80413218014341, 0.204680856177325\n",
      "refl:, 1.0239400553612397, 0.5764705882352942, 36.176264682924305, 0.2066128346051995\n",
      "refl:, 1.0239400553612397, 0.5681159420289855, 35.57137479946729, 0.20837010840175924\n",
      "refl:, 1.0239400553612397, 0.56, 34.98810980028866, 0.2099625172331732\n",
      "refl:, 1.0239400553612397, 0.552112676056338, 34.42522996870841, 0.21140487263605512\n",
      "refl:, 1.0239400553612397, 0.5444444444444444, 33.881596203503065, 0.2127045522560479\n",
      "refl:, 1.0239400553612397, 0.536986301369863, 33.35615931039313, 0.21386953098052403\n",
      "refl:, 1.0239400553612397, 0.5297297297297298, 32.847950708397136, 0.21491013773280657\n",
      "refl:, 1.0239400553612397, 0.5226666666666667, 32.3560743283589, 0.21583212552616557\n",
      "refl:, 1.0239400553612397, 0.5157894736842105, 31.87969952142079, 0.2166414381263308\n",
      "refl:, 1.0239400553612397, 0.509090909090909, 31.41805482739263, 0.21734485598596862\n",
      "refl:, 1.0239400553612397, 0.5025641025641026, 30.97042247873359, 0.2179480717640861\n",
      "refl:, 1.0239400553612397, 0.4962025316455696, 30.536133536635912, 0.21845549976557374\n",
      "refl:, 1.0239400553612397, 0.49, 30.114563572550164, 0.21887075023784372\n",
      "refl:, 1.0239400553612397, 0.4839506172839506, 29.70512882224086, 0.21919941164026552\n",
      "refl:, 1.0239400553612397, 0.47804878048780486, 29.307282750744406, 0.21944546389616373\n",
      "refl:, 1.0239400553612397, 0.47228915662650606, 28.920512975908146, 0.21961022544356806\n",
      "refl:, 1.0239400553612397, 0.4666666666666667, 28.544338505905493, 0.2196984674330614\n",
      "refl:, 1.0239400553612397, 0.4611764705882353, 28.178307252549438, 0.21971428386147993\n",
      "refl:, 1.0239400553612397, 0.4558139534883721, 27.821993787605123, 0.21965764862748693\n",
      "refl:, 1.0239400553612397, 0.4505747126436782, 27.474997313821564, 0.21953193965864698\n",
      "refl:, 1.0239400553612397, 0.4454545454545454, 27.13693982621647, 0.21934178652625613\n",
      "refl:, 1.0239400553612397, 0.44044943820224725, 26.80746444237855, 0.21908700093353123\n",
      "refl:, 1.0239400553612397, 0.43555555555555553, 26.486233883298294, 0.21876853077786598\n",
      "refl:, 1.0239400553612397, 0.4307692307692308, 26.172929088582443, 0.2183905958409472\n",
      "refl:, 1.0239400553612397, 0.4260869565217391, 25.867247951913267, 0.21795488284012238\n",
      "refl:, 1.0239400553612397, 0.421505376344086, 25.56890416433822, 0.21746063743615796\n",
      "refl:, 1.0239400553612397, 0.41702127659574467, 25.277626154460066, 0.21690850348145124\n",
      "refl:, 1.0239400553612397, 0.4126315789473684, 24.993156115881433, 0.21630059246127992\n",
      "refl:, 1.0239400553612397, 0.4083333333333333, 24.715249113370163, 0.21563737630418256\n",
      "refl:, 1.0239400553612397, 0.4041237113402062, 24.443672260178424, 0.2149184652144797\n",
      "refl:, 1.0239400553612397, 0.4, 24.178203959791162, 0.2141434469115452\n",
      "-----------\n",
      "Initializing structure...\n",
      "time for choose_chunkdivision = 0.000112057 s\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Working in 3D dimensions.\n",
      "Computational cell is 0.02 x 0.02 x 12 with resolution 50\n",
      "time for set_epsilon = 0.0063448 s\n",
      "-----------\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.16505586379118362 / 0.16505586379118362 = 1.0\n",
      "field decay(t = 100.01): 1.6796657955389861e-12 / 0.16505586379118362 = 1.0176347310289891e-11\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "time for choose_chunkdivision = 0.000111818 s\n",
      "Working in 3D dimensions.\n",
      "Computational cell is 0.02 x 0.02 x 12 with resolution 50\n",
      "     block, center = (0,0,3)\n",
      "          size (1e+20,1e+20,6)\n",
      "          axes (1,0,0), (0,1,0), (0,0,1)\n",
      "          dielectric constant epsilon diagonal = (12.25,12.25,12.25)\n",
      "time for set_epsilon = 0.020278 s\n",
      "-----------\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.16505586311279807 / 0.16505586311279807 = 1.0\n",
      "field decay(t = 100.01): 3.3223715038456985e-11 / 0.16505586311279807 = 2.0128769988468766e-10\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "refl:, 1.0825317547305482, 0.8, 59.99999999999999, 0.07360773441443474\n",
      "refl:, 1.0825317547305482, 0.784, 58.07108488083593, 0.08756183349395384\n",
      "refl:, 1.0825317547305482, 0.7686274509803922, 56.311309260669624, 0.09993186958234106\n",
      "refl:, 1.0825317547305482, 0.7538461538461539, 54.69254540505164, 0.11102792920544496\n",
      "refl:, 1.0825317547305482, 0.739622641509434, 53.19365179333026, 0.12095671757064261\n",
      "refl:, 1.0825317547305482, 0.7259259259259259, 51.798237196004614, 0.12989111490169047\n",
      "refl:, 1.0825317547305482, 0.7127272727272727, 50.49327371888257, 0.13795385843502186\n",
      "refl:, 1.0825317547305482, 0.7, 49.268194122622916, 0.14525656081749277\n",
      "refl:, 1.0825317547305482, 0.6877192982456141, 48.11428082873218, 0.15187584382721003\n",
      "refl:, 1.0825317547305482, 0.6758620689655173, 47.024238635081495, 0.15790192109849083\n",
      "refl:, 1.0825317547305482, 0.664406779661017, 45.99188753936469, 0.16337692994168027\n",
      "refl:, 1.0825317547305482, 0.6533333333333333, 45.01193662107726, 0.16837576220748254\n",
      "refl:, 1.0825317547305482, 0.6426229508196721, 44.07981414374115, 0.1729308563822558\n",
      "refl:, 1.0825317547305482, 0.632258064516129, 43.191537588393835, 0.17709787538099556\n",
      "refl:, 1.0825317547305482, 0.6222222222222222, 42.34361264736431, 0.18090702518494378\n",
      "refl:, 1.0825317547305482, 0.6124999999999999, 41.53295361356457, 0.18439374819992094\n",
      "refl:, 1.0825317547305482, 0.6030769230769231, 40.756819839298586, 0.1875864032458676\n",
      "refl:, 1.0825317547305482, 0.593939393939394, 40.01276444425686, 0.1905057507798468\n",
      "refl:, 1.0825317547305482, 0.5850746268656717, 39.298592486049785, 0.19318030905511865\n",
      "refl:, 1.0825317547305482, 0.5764705882352942, 38.61232652957572, 0.1956239605857035\n",
      "refl:, 1.0825317547305482, 0.5681159420289855, 37.9521780657052, 0.19785784772625742\n",
      "refl:, 1.0825317547305482, 0.56, 37.31652360111115, 0.19989839276598212\n",
      "refl:, 1.0825317547305482, 0.552112676056338, 36.70388451304266, 0.2017547526768604\n",
      "refl:, 1.0825317547305482, 0.5444444444444444, 36.112909964600526, 0.20344360330889855\n",
      "refl:, 1.0825317547305482, 0.536986301369863, 35.54236232752769, 0.20497480625666326\n",
      "refl:, 1.0825317547305482, 0.5297297297297298, 34.991104674473426, 0.20635699484209216\n",
      "refl:, 1.0825317547305482, 0.5226666666666667, 34.4580899908132, 0.20760151265764157\n",
      "refl:, 1.0825317547305482, 0.5157894736842105, 33.94235182430718, 0.20871528450622134\n",
      "refl:, 1.0825317547305482, 0.509090909090909, 33.442996144127704, 0.20970524738496094\n",
      "refl:, 1.0825317547305482, 0.5025641025641026, 32.95919422270091, 0.2105783514069682\n",
      "refl:, 1.0825317547305482, 0.4962025316455696, 32.4901763870572, 0.2113414215404359\n",
      "refl:, 1.0825317547305482, 0.49, 32.035226512949734, 0.21200027362523924\n",
      "refl:, 1.0825317547305482, 0.4839506172839506, 31.593677156370052, 0.21255807961996584\n",
      "refl:, 1.0825317547305482, 0.47804878048780486, 31.164905234389202, 0.21302071809138926\n",
      "refl:, 1.0825317547305482, 0.47228915662650606, 30.748328181342448, 0.21339356617448996\n",
      "refl:, 1.0825317547305482, 0.4666666666666667, 30.343400517915825, 0.2136782430141135\n",
      "refl:, 1.0825317547305482, 0.4611764705882353, 29.949610780196405, 0.21387969509149066\n",
      "refl:, 1.0825317547305482, 0.4558139534883721, 29.566478763613983, 0.2140025648813409\n",
      "refl:, 1.0825317547305482, 0.4505747126436782, 29.193553043244272, 0.21404664550288702\n",
      "refl:, 1.0825317547305482, 0.4454545454545454, 28.830408737409662, 0.2140158741099825\n",
      "refl:, 1.0825317547305482, 0.44044943820224725, 28.47664548610104, 0.2139163515040305\n",
      "refl:, 1.0825317547305482, 0.43555555555555553, 28.131885619609587, 0.213747755347228\n",
      "refl:, 1.0825317547305482, 0.4307692307692308, 27.79577249602797, 0.2135103221579689\n",
      "refl:, 1.0825317547305482, 0.4260869565217391, 27.46796898905743, 0.21320790783224955\n",
      "refl:, 1.0825317547305482, 0.421505376344086, 27.14815610992485, 0.2128440342182022\n",
      "refl:, 1.0825317547305482, 0.41702127659574467, 26.836031749237822, 0.21242171734687695\n",
      "refl:, 1.0825317547305482, 0.4126315789473684, 26.531309526343414, 0.21193780892543815\n",
      "refl:, 1.0825317547305482, 0.4083333333333333, 26.23371773525153, 0.21138950860192895\n",
      "refl:, 1.0825317547305482, 0.4041237113402062, 25.94299837747481, 0.21078013578978685\n",
      "refl:, 1.0825317547305482, 0.4, 25.65890627325528, 0.2101171783272214\n",
      "-----------\n",
      "Initializing structure...\n",
      "time for choose_chunkdivision = 0.000109911 s\n",
      "Working in 3D dimensions.\n",
      "Computational cell is 0.02 x 0.02 x 12 with resolution 50\n",
      "time for set_epsilon = 0.00752401 s\n",
      "-----------\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.15668265201002152 / 0.15668265201002152 = 1.0\n",
      "field decay(t = 100.01): 2.2446823295144107e-12 / 0.15668265201002152 = 1.4326297779098349e-11\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "time for choose_chunkdivision = 0.000112057 s\n",
      "Working in 3D dimensions.\n",
      "Computational cell is 0.02 x 0.02 x 12 with resolution 50\n",
      "     block, center = (0,0,3)\n",
      "          size (1e+20,1e+20,6)\n",
      "          axes (1,0,0), (0,1,0), (0,0,1)\n",
      "          dielectric constant epsilon diagonal = (12.25,12.25,12.25)\n",
      "time for set_epsilon = 0.0143809 s\n",
      "-----------\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.1566826516265948 / 0.1566826516265948 = 1.0\n",
      "field decay(t = 100.01): 3.452976998428892e-11 / 0.1566826516265948 = 2.2038030136597423e-10\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "refl:, 1.1328847337958123, 0.8, 64.99999999999999, 0.037170886043112084\n",
      "refl:, 1.1328847337958123, 0.784, 62.645633431180784, 0.05362783985573467\n",
      "refl:, 1.1328847337958123, 0.7686274509803922, 60.547811567584965, 0.06875709351287543\n",
      "refl:, 1.1328847337958123, 0.7538461538461539, 58.65172469781183, 0.082354616478198\n",
      "refl:, 1.1328847337958123, 0.739622641509434, 56.919780417243786, 0.09462755396270182\n",
      "refl:, 1.1328847337958123, 0.7259259259259259, 55.32480276439999, 0.10557645638030469\n",
      "refl:, 1.1328847337958123, 0.7127272727272727, 53.84635215217889, 0.11544950273548941\n",
      "refl:, 1.1328847337958123, 0.7, 52.468573108244414, 0.1243168343725702\n",
      "refl:, 1.1328847337958123, 0.6877192982456141, 51.17885777022349, 0.13235703881433808\n",
      "refl:, 1.1328847337958123, 0.6758620689655173, 49.96697533403755, 0.139626360552005\n",
      "refl:, 1.1328847337958123, 0.664406779661017, 48.82448244349733, 0.14625471025031767\n",
      "refl:, 1.1328847337958123, 0.6533333333333333, 47.744310665402864, 0.1522788790416092\n",
      "refl:, 1.1328847337958123, 0.6426229508196721, 46.720469815981424, 0.1577852862490647\n",
      "refl:, 1.1328847337958123, 0.632258064516129, 45.7478295128327, 0.16280555175366354\n",
      "refl:, 1.1328847337958123, 0.6222222222222222, 44.82195500406973, 0.167398621072885\n",
      "refl:, 1.1328847337958123, 0.6124999999999999, 43.93898156096055, 0.17159777718924688\n",
      "refl:, 1.1328847337958123, 0.6030769230769231, 43.09551684594588, 0.17544391308281032\n",
      "refl:, 1.1328847337958123, 0.593939393939394, 42.288563952640665, 0.1789701508099767\n",
      "refl:, 1.1328847337958123, 0.5850746268656717, 41.51545997434592, 0.18219866439447\n",
      "refl:, 1.1328847337958123, 0.5764705882352942, 40.77382641078957, 0.185160771243366\n",
      "refl:, 1.1328847337958123, 0.5681159420289855, 40.06152872079658, 0.18786997681737858\n",
      "refl:, 1.1328847337958123, 0.56, 39.37664302675111, 0.19035022781311492\n",
      "refl:, 1.1328847337958123, 0.552112676056338, 38.717428473384835, 0.19261993394590182\n",
      "refl:, 1.1328847337958123, 0.5444444444444444, 38.08230410219336, 0.19469110743273724\n",
      "refl:, 1.1328847337958123, 0.536986301369863, 37.4698293655767, 0.1965812755931606\n",
      "refl:, 1.1328847337958123, 0.5297297297297298, 36.87868759977799, 0.19830004161335185\n",
      "refl:, 1.1328847337958123, 0.5226666666666667, 36.307671922074825, 0.19985824848269654\n",
      "refl:, 1.1328847337958123, 0.5157894736842105, 35.75567312877807, 0.20126711563403166\n",
      "refl:, 1.1328847337958123, 0.509090909090909, 35.22166925577522, 0.20253568251243403\n",
      "refl:, 1.1328847337958123, 0.5025641025641026, 34.70471652928195, 0.2036726801968963\n",
      "refl:, 1.1328847337958123, 0.4962025316455696, 34.203941485939055, 0.20468320295652365\n",
      "refl:, 1.1328847337958123, 0.49, 33.7185340819115, 0.20557517176695547\n",
      "refl:, 1.1328847337958123, 0.4839506172839506, 33.247741642788455, 0.20635542059630924\n",
      "refl:, 1.1328847337958123, 0.47804878048780486, 32.790863531764046, 0.2070277254966668\n",
      "refl:, 1.1328847337958123, 0.47228915662650606, 32.347246434236666, 0.20759964094140226\n",
      "refl:, 1.1328847337958123, 0.4666666666666667, 31.91628017368787, 0.20807496149136276\n",
      "refl:, 1.1328847337958123, 0.4611764705882353, 31.497393987322308, 0.20845469225613245\n",
      "refl:, 1.1328847337958123, 0.4558139534883721, 31.090053201105746, 0.20874562394291427\n",
      "refl:, 1.1328847337958123, 0.4505747126436782, 30.693756253024553, 0.20895386380475825\n",
      "refl:, 1.1328847337958123, 0.4454545454545454, 30.308032020994055, 0.20908023176898172\n",
      "refl:, 1.1328847337958123, 0.44044943820224725, 29.9324374181665, 0.209125738596599\n",
      "refl:, 1.1328847337958123, 0.43555555555555553, 29.5665552236732, 0.20909456295065154\n",
      "refl:, 1.1328847337958123, 0.4307692307692308, 29.209992121269647, 0.20899049887482632\n",
      "refl:, 1.1328847337958123, 0.4260869565217391, 28.86237692208816, 0.2088190433084917\n",
      "refl:, 1.1328847337958123, 0.421505376344086, 28.523358950864424, 0.2085833129971406\n",
      "refl:, 1.1328847337958123, 0.41702127659574467, 28.192606577687982, 0.2082742041204916\n",
      "refl:, 1.1328847337958123, 0.4126315789473684, 27.86980587961545, 0.2078930131964556\n",
      "refl:, 1.1328847337958123, 0.4083333333333333, 27.554659418441407, 0.20745662776433935\n",
      "refl:, 1.1328847337958123, 0.4041237113402062, 27.246885122601544, 0.20697561960434535\n",
      "refl:, 1.1328847337958123, 0.4, 26.946215262627685, 0.20643519600186538\n",
      "-----------\n",
      "Initializing structure...\n",
      "time for choose_chunkdivision = 0.000110865 s\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Working in 3D dimensions.\n",
      "Computational cell is 0.02 x 0.02 x 12 with resolution 50\n",
      "time for set_epsilon = 0.00959396 s\n",
      "-----------\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.14944315649486126 / 0.14944315649486126 = 1.0\n",
      "field decay(t = 100.01): 4.987937476864823e-12 / 0.14944315649486126 = 3.3376820952228335e-11\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "time for choose_chunkdivision = 0.000108957 s\n",
      "Working in 3D dimensions.\n",
      "Computational cell is 0.02 x 0.02 x 12 with resolution 50\n",
      "     block, center = (0,0,3)\n",
      "          size (1e+20,1e+20,6)\n",
      "          axes (1,0,0), (0,1,0), (0,0,1)\n",
      "          dielectric constant epsilon diagonal = (12.25,12.25,12.25)\n",
      "time for set_epsilon = 0.0218339 s\n",
      "-----------\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.14944315644072245 / 0.14944315644072245 = 1.0\n",
      "field decay(t = 100.01): 3.807851695141726e-11 / 0.14944315644072245 = 2.548026812222836e-10\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "refl:, 1.1746157759823854, 0.8, 70.0, 0.008715934286147569\n",
      "refl:, 1.1746157759823854, 0.784, 67.05783140972835, 0.024210799209089452\n",
      "refl:, 1.1746157759823854, 0.7686274509803922, 64.53417775149677, 0.04029873111181387\n",
      "refl:, 1.1746157759823854, 0.7538461538461539, 62.31059707934406, 0.0555678814867085\n",
      "refl:, 1.1746157759823854, 0.739622641509434, 60.31629899672389, 0.06970125775811391\n",
      "refl:, 1.1746157759823854, 0.7259259259259259, 58.50481213939229, 0.08255524971343331\n",
      "refl:, 1.1746157759823854, 0.7127272727272727, 56.843594941553754, 0.09413263635827869\n",
      "refl:, 1.1746157759823854, 0.7, 55.30875739675561, 0.10463698983404623\n",
      "refl:, 1.1746157759823854, 0.6877192982456141, 53.88211612099151, 0.11407493400247079\n",
      "refl:, 1.1746157759823854, 0.6758620689655173, 52.54943143507829, 0.1226472707657511\n",
      "refl:, 1.1746157759823854, 0.664406779661017, 51.29929235382265, 0.13039930819744874\n",
      "refl:, 1.1746157759823854, 0.6533333333333333, 50.122379445158494, 0.13744242808130103\n",
      "refl:, 1.1746157759823854, 0.6426229508196721, 49.010959419193355, 0.1438468426182844\n",
      "refl:, 1.1746157759823854, 0.632258064516129, 47.958527855818005, 0.14968921112177416\n",
      "refl:, 1.1746157759823854, 0.6222222222222222, 46.9595500055931, 0.1550186900782557\n",
      "refl:, 1.1746157759823854, 0.6124999999999999, 46.00926848902442, 0.15990623687364083\n",
      "refl:, 1.1746157759823854, 0.6030769230769231, 45.103557823882895, 0.1643748532843572\n",
      "refl:, 1.1746157759823854, 0.593939393939394, 44.23881248012816, 0.16847752780425043\n",
      "refl:, 1.1746157759823854, 0.5850746268656717, 43.41185942214757, 0.1722356163059057\n",
      "refl:, 1.1746157759823854, 0.5764705882352942, 42.619888854495166, 0.17567897390885354\n",
      "refl:, 1.1746157759823854, 0.5681159420289855, 41.860398715356425, 0.17883996497200733\n",
      "refl:, 1.1746157759823854, 0.56, 41.131149701242414, 0.18173480153232927\n",
      "refl:, 1.1746157759823854, 0.552112676056338, 40.430128463310105, 0.18439121641848574\n",
      "refl:, 1.1746157759823854, 0.5444444444444444, 39.75551721886283, 0.18682378756973045\n",
      "refl:, 1.1746157759823854, 0.536986301369863, 39.10566845306894, 0.18904674104030247\n",
      "refl:, 1.1746157759823854, 0.5297297297297298, 38.479083699202135, 0.19107686788902303\n",
      "refl:, 1.1746157759823854, 0.5226666666666667, 37.87439561623927, 0.19292625454975332\n",
      "refl:, 1.1746157759823854, 0.5157894736842105, 37.29035275442276, 0.19460884663783543\n",
      "refl:, 1.1746157759823854, 0.509090909090909, 36.72580652885898, 0.1961345571897698\n",
      "refl:, 1.1746157759823854, 0.5025641025641026, 36.179700019842116, 0.1975122933988443\n",
      "refl:, 1.1746157759823854, 0.4962025316455696, 35.651058294458764, 0.19875051751344916\n",
      "refl:, 1.1746157759823854, 0.49, 35.138980002927255, 0.19985541870413245\n",
      "refl:, 1.1746157759823854, 0.4839506172839506, 34.64263004924646, 0.20083789883449643\n",
      "refl:, 1.1746157759823854, 0.47804878048780486, 34.161233172132036, 0.2017049645889793\n",
      "refl:, 1.1746157759823854, 0.47228915662650606, 33.69406830116886, 0.20245751259203246\n",
      "refl:, 1.1746157759823854, 0.4666666666666667, 33.24046357629389, 0.20310354230391978\n",
      "refl:, 1.1746157759823854, 0.4611764705882353, 32.79979193741594, 0.2036476720462249\n",
      "refl:, 1.1746157759823854, 0.4558139534883721, 32.37146720614281, 0.20409307625590972\n",
      "refl:, 1.1746157759823854, 0.4505747126436782, 31.954940593960732, 0.20445096223605416\n",
      "refl:, 1.1746157759823854, 0.4454545454545454, 31.549697581364857, 0.20471845410715214\n",
      "refl:, 1.1746157759823854, 0.44044943820224725, 31.155255120816925, 0.20489444063169535\n",
      "refl:, 1.1746157759823854, 0.43555555555555553, 30.771159123350074, 0.2049889592193817\n",
      "refl:, 1.1746157759823854, 0.4307692307692308, 30.396982194426784, 0.20500542736591415\n",
      "refl:, 1.1746157759823854, 0.4260869565217391, 30.032321589495837, 0.20495768982428397\n",
      "refl:, 1.1746157759823854, 0.421505376344086, 29.67679736376329, 0.20483056853588974\n",
      "refl:, 1.1746157759823854, 0.41702127659574467, 29.33005069412437, 0.20461216911883964\n",
      "refl:, 1.1746157759823854, 0.4126315789473684, 28.991742354111988, 0.2043374679527374\n",
      "refl:, 1.1746157759823854, 0.4083333333333333, 28.66155132518973, 0.20400220026620766\n",
      "refl:, 1.1746157759823854, 0.4041237113402062, 28.339173529827534, 0.2036399273981529\n",
      "refl:, 1.1746157759823854, 0.4, 28.024320673604695, 0.20318419566870832\n",
      "-----------\n",
      "Initializing structure...\n",
      "time for choose_chunkdivision = 0.000108957 s\n",
      "Working in 3D dimensions.\n",
      "Computational cell is 0.02 x 0.02 x 12 with resolution 50\n",
      "time for set_epsilon = 0.00775695 s\n",
      "-----------\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.14355855111904026 / 0.14355855111904026 = 1.0\n",
      "field decay(t = 100.01): 9.667874474337293e-12 / 0.14355855111904026 = 6.734446954901761e-11\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "time for choose_chunkdivision = 0.000108957 s\n",
      "Working in 3D dimensions.\n",
      "Computational cell is 0.02 x 0.02 x 12 with resolution 50\n",
      "     block, center = (0,0,3)\n",
      "          size (1e+20,1e+20,6)\n",
      "          axes (1,0,0), (0,1,0), (0,0,1)\n",
      "          dielectric constant epsilon diagonal = (12.25,12.25,12.25)\n",
      "time for set_epsilon = 0.017272 s\n",
      "-----------\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.1435585513271557 / 0.1435585513271557 = 1.0\n",
      "field decay(t = 100.01): 5.780725980413138e-11 / 0.1435585513271557 = 4.0267374719040156e-10\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "refl:, 1.2074072828613354, 0.8, 75.0, 0.002279010064127535\n",
      "refl:, 1.2074072828613354, 0.784, 71.19254305121969, 0.004052585814133056\n",
      "refl:, 1.2074072828613354, 0.7686274509803922, 68.13230108184366, 0.017669454881364767\n",
      "refl:, 1.2074072828613354, 0.7538461538461539, 65.5329128763873, 0.03336169435169541\n",
      "refl:, 1.2074072828613354, 0.739622641509434, 63.25596068464814, 0.048654509225169895\n",
      "refl:, 1.2074072828613354, 0.7259259259259259, 61.22160180379117, 0.06275216167717797\n",
      "refl:, 1.2074072828613354, 0.7127272727272727, 59.378629248099124, 0.07576309243511313\n",
      "refl:, 1.2074072828613354, 0.7, 57.691773022139905, 0.08758135787027703\n",
      "refl:, 1.2074072828613354, 0.6877192982456141, 56.13545775731428, 0.098248929360899\n",
      "refl:, 1.2074072828613354, 0.6758620689655173, 54.69040263962552, 0.10794664183105998\n",
      "refl:, 1.2074072828613354, 0.664406779661017, 53.3416232015308, 0.11670121483117171\n",
      "refl:, 1.2074072828613354, 0.6533333333333333, 52.0771858356392, 0.12465585169755833\n",
      "refl:, 1.2074072828613354, 0.6426229508196721, 50.88739414232009, 0.13187389976516842\n",
      "refl:, 1.2074072828613354, 0.632258064516129, 49.76423655717566, 0.13846172295217293\n",
      "refl:, 1.2074072828613354, 0.6222222222222222, 48.70099913863975, 0.14446173011718028\n",
      "refl:, 1.2074072828613354, 0.6124999999999999, 47.69198665804526, 0.14995965765204525\n",
      "refl:, 1.2074072828613354, 0.6030769230769231, 46.73231696062462, 0.1549825384470223\n",
      "refl:, 1.2074072828613354, 0.593939393939394, 45.817766249324485, 0.15958402411708034\n",
      "refl:, 1.2074072828613354, 0.5850746268656717, 44.94465059915575, 0.16380217089082738\n",
      "refl:, 1.2074072828613354, 0.5764705882352942, 44.109733785683, 0.1676654538139623\n",
      "refl:, 1.2074072828613354, 0.5681159420289855, 43.31015457776125, 0.17121662693717593\n",
      "refl:, 1.2074072828613354, 0.56, 42.543368664412704, 0.1744741445938872\n",
      "refl:, 1.2074072828613354, 0.552112676056338, 41.80710174663229, 0.17746630440999525\n",
      "refl:, 1.2074072828613354, 0.5444444444444444, 41.099311260706344, 0.1802095438402015\n",
      "refl:, 1.2074072828613354, 0.536986301369863, 40.418154855029364, 0.18272173169827843\n",
      "refl:, 1.2074072828613354, 0.5297297297297298, 39.76196420912173, 0.18502119081455226\n",
      "refl:, 1.2074072828613354, 0.5226666666666667, 39.12922312098109, 0.1871223337651491\n",
      "refl:, 1.2074072828613354, 0.5157894736842105, 38.51854903626071, 0.18904214560856375\n",
      "refl:, 1.2074072828613354, 0.509090909090909, 37.928677376424204, 0.190789263829168\n",
      "refl:, 1.2074072828613354, 0.5025641025641026, 37.35844816099257, 0.192373003931677\n",
      "refl:, 1.2074072828613354, 0.4962025316455696, 36.806794523773725, 0.19380521484150348\n",
      "refl:, 1.2074072828613354, 0.49, 36.272732803336254, 0.19509368153538312\n",
      "refl:, 1.2074072828613354, 0.4839506172839506, 35.755353950220794, 0.19624859910356954\n",
      "refl:, 1.2074072828613354, 0.47804878048780486, 35.253816041990945, 0.19727952544337504\n",
      "refl:, 1.2074072828613354, 0.47228915662650606, 34.76733773550362, 0.19818701041137332\n",
      "refl:, 1.2074072828613354, 0.4666666666666667, 34.295192516152845, 0.19897646054575882\n",
      "refl:, 1.2074072828613354, 0.4611764705882353, 33.83670362811667, 0.19965889435875267\n",
      "refl:, 1.2074072828613354, 0.4558139534883721, 33.391239589169516, 0.20023796589376308\n",
      "refl:, 1.2074072828613354, 0.4505747126436782, 32.95821020943854, 0.20072106469864034\n",
      "refl:, 1.2074072828613354, 0.4454545454545454, 32.537063046367535, 0.2011073384968122\n",
      "refl:, 1.2074072828613354, 0.44044943820224725, 32.12728023870626, 0.2013932866552523\n",
      "refl:, 1.2074072828613354, 0.43555555555555553, 31.728375671037586, 0.20159478768644698\n",
      "refl:, 1.2074072828613354, 0.4307692307692308, 31.33989242755132, 0.20171671281423958\n",
      "refl:, 1.2074072828613354, 0.4260869565217391, 30.96140049976025, 0.20176796051792995\n",
      "refl:, 1.2074072828613354, 0.421505376344086, 30.592494717856905, 0.20173546160628877\n",
      "refl:, 1.2074072828613354, 0.41702127659574467, 30.23279287960783, 0.2015919333831556\n",
      "refl:, 1.2074072828613354, 0.4126315789473684, 29.88193405422147, 0.20140043913698885\n",
      "refl:, 1.2074072828613354, 0.4083333333333333, 29.539577041619506, 0.20116952947891878\n",
      "refl:, 1.2074072828613354, 0.4041237113402062, 29.2053989700849, 0.2008832766544487\n",
      "refl:, 1.2074072828613354, 0.4, 28.879094017427605, 0.200502480384686\n",
      "-----------\n",
      "Initializing structure...\n",
      "time for choose_chunkdivision = 0.000110865 s\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Working in 3D dimensions.\n",
      "Computational cell is 0.02 x 0.02 x 12 with resolution 50\n",
      "time for set_epsilon = 0.00754905 s\n",
      "-----------\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.1392134275610875 / 0.1392134275610875 = 1.0\n",
      "field decay(t = 100.01): 1.3144200424788948e-11 / 0.1392134275610875 = 9.441761944278838e-11\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "time for choose_chunkdivision = 0.000108957 s\n",
      "Working in 3D dimensions.\n",
      "Computational cell is 0.02 x 0.02 x 12 with resolution 50\n",
      "     block, center = (0,0,3)\n",
      "          size (1e+20,1e+20,6)\n",
      "          axes (1,0,0), (0,1,0), (0,0,1)\n",
      "          dielectric constant epsilon diagonal = (12.25,12.25,12.25)\n",
      "time for set_epsilon = 0.019413 s\n",
      "-----------\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.13921342793500532 / 0.13921342793500532 = 1.0\n",
      "field decay(t = 100.01): 9.871965144118156e-11 / 0.13921342793500532 = 7.091244925544889e-10\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "refl:, 1.23100969126526, 0.8, 79.99999999999994, 0.028667884842985224\n",
      "refl:, 1.23100969126526, 0.784, 74.82079670263325, 0.0021347453734021486\n",
      "refl:, 1.23100969126526, 0.7686274509803922, 71.11813585396203, 0.0041164349187047915\n",
      "refl:, 1.23100969126526, 0.7538461538461539, 68.12392493650243, 0.017504855468406976\n",
      "refl:, 1.23100969126526, 0.739622641509434, 65.57213417097068, 0.03282494395652445\n",
      "refl:, 1.23100969126526, 0.7259259259259259, 63.331955818023665, 0.04792423816150501\n",
      "refl:, 1.23100969126526, 0.7127272727272727, 61.32721657609733, 0.06193140028783135\n",
      "refl:, 1.23100969126526, 0.7, 59.508764013939604, 0.07458578833476998\n",
      "refl:, 1.23100969126526, 0.6877192982456141, 57.84259890532987, 0.08617897772571746\n",
      "refl:, 1.23100969126526, 0.6758620689655173, 56.30398980710504, 0.0966374263474978\n",
      "refl:, 1.23100969126526, 0.664406779661017, 54.87424701948212, 0.10612404031633497\n",
      "refl:, 1.23100969126526, 0.6533333333333333, 53.53881754577338, 0.1147736073308378\n",
      "refl:, 1.23100969126526, 0.6426229508196721, 52.2860932123638, 0.12261878935484406\n",
      "refl:, 1.23100969126526, 0.632258064516129, 51.10662968356778, 0.1297955968814688\n",
      "refl:, 1.23100969126526, 0.6222222222222222, 49.992614952243095, 0.1363423963503902\n",
      "refl:, 1.23100969126526, 0.6124999999999999, 48.937495982303304, 0.14232561295216176\n",
      "refl:, 1.23100969126526, 0.6030769230769231, 47.93570930843333, 0.1477973393651342\n",
      "refl:, 1.23100969126526, 0.593939393939394, 46.98248211140486, 0.1527979150330299\n",
      "refl:, 1.23100969126526, 0.5850746268656717, 46.07368235996428, 0.15737616810594365\n",
      "refl:, 1.23100969126526, 0.5764705882352942, 45.205703916101704, 0.16157175886307418\n",
      "refl:, 1.23100969126526, 0.5681159420289855, 44.37537706820699, 0.16542702710683707\n",
      "refl:, 1.23100969126526, 0.56, 43.57989789517631, 0.16896483740231436\n",
      "refl:, 1.23100969126526, 0.552112676056338, 42.81677180338089, 0.17222042834178233\n",
      "refl:, 1.23100969126526, 0.5444444444444444, 42.083767886770914, 0.17520079945615433\n",
      "refl:, 1.23100969126526, 0.536986301369863, 41.378881661291835, 0.1779352569426369\n",
      "refl:, 1.23100969126526, 0.5297297297297298, 40.70030435652892, 0.18044129732794095\n",
      "refl:, 1.23100969126526, 0.5226666666666667, 40.046397397863686, 0.182734107792854\n",
      "refl:, 1.23100969126526, 0.5157894736842105, 39.41567103836258, 0.18483861166276766\n",
      "refl:, 1.23100969126526, 0.509090909090909, 38.806766338771496, 0.18675601688212784\n",
      "refl:, 1.23100969126526, 0.5025641025641026, 38.218439871701385, 0.1884996414001091\n",
      "refl:, 1.23100969126526, 0.4962025316455696, 37.64955065969264, 0.19008080645459632\n",
      "refl:, 1.23100969126526, 0.49, 37.099048958377544, 0.1915079168724047\n",
      "refl:, 1.23100969126526, 0.4839506172839506, 36.56596657389412, 0.19279885897563126\n",
      "refl:, 1.23100969126526, 0.47804878048780486, 36.049408464086156, 0.19395530230339666\n",
      "refl:, 1.23100969126526, 0.47228915662650606, 35.54854542021205, 0.19498186511670068\n",
      "refl:, 1.23100969126526, 0.4666666666666667, 35.062607663064846, 0.19588322966927102\n",
      "refl:, 1.23100969126526, 0.4611764705882353, 34.59087921692149, 0.19666472127374038\n",
      "refl:, 1.23100969126526, 0.4558139534883721, 34.13269294834013, 0.19734835806450404\n",
      "refl:, 1.23100969126526, 0.4505747126436782, 33.6874261758209, 0.197930496667696\n",
      "refl:, 1.23100969126526, 0.4454545454545454, 33.25449677173539, 0.19840503576945626\n",
      "refl:, 1.23100969126526, 0.44044943820224725, 32.83335969046958, 0.19877805012361263\n",
      "refl:, 1.23100969126526, 0.43555555555555553, 32.42350386700291, 0.19904737688450852\n",
      "refl:, 1.23100969126526, 0.4307692307692308, 32.0244494386133, 0.19925404758581897\n",
      "refl:, 1.23100969126526, 0.4260869565217391, 31.63574524940934, 0.1993954429097289\n",
      "refl:, 1.23100969126526, 0.421505376344086, 31.2569666032255, 0.19942422718572894\n",
      "refl:, 1.23100969126526, 0.41702127659574467, 30.887713235292672, 0.1993498431053417\n",
      "refl:, 1.23100969126526, 0.4126315789473684, 30.527607477190394, 0.19917542826890433\n",
      "refl:, 1.23100969126526, 0.4083333333333333, 30.176292593038497, 0.19903411145233238\n",
      "refl:, 1.23100969126526, 0.4041237113402062, 29.83343126780691, 0.19890224385206828\n",
      "refl:, 1.23100969126526, 0.4, 29.498704231103652, 0.1984945592268268\n"
     ]
    }
   ],
   "source": [
    "theta_in = np.arange(0,85,5)\n",
    "wvl = np.empty(nfreq)\n",
    "kxs = np.empty((nfreq,theta_in.size))\n",
    "thetas = np.empty((nfreq,theta_in.size))\n",
    "Rmeep = np.empty((nfreq,theta_in.size))\n",
    "\n",
    "for j in range(theta_in.size):\n",
    "  kxs[:,j], wvl, thetas[:,j], Rmeep[:,j] = planar_reflectance(theta_in[j])\n",
    "\n",
    "# create a 2d matrix for the wavelength by repeating the column vector for each angle\n",
    "wvls = np.transpose(np.matlib.repmat(wvl,theta_in.size,1))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Two-dimensional plots of the angular reflectance spectrum based on the simulated data and the analytic [Fresnel equations](https://en.wikipedia.org/wiki/Fresnel_equations) are generated using the script below. The plots are shown in the accompanying figure with four insets. The top left inset shows the simulated and analytic reflectance spectra at a wavelength of 0.6 μm. The top right inset shows the simulated reflectance spectrum as a function of the source wavelength λ and Bloch-periodic wavevector $k_x$: $R(\\lambda, k_x)$. The lower left inset is a transformation of $R(\\lambda, k_x)$ into $R(\\lambda, \\theta)$. Note how the range of angles depends on the wavelength. For a particular angle, the reflectance is a constant for all wavelengths due to the dispersionless dielectric. The lower right inset is the analytic reflectance spectrum computed using the Fresnel equations. There is agreement between the simulated and analytic results. The [Brewster's angle](https://en.wikipedia.org/wiki/Brewster%27s_angle), where the transmittance is 1 and the reflectance is 0, is tan<sup>-1</sup>(3.5/1)=74.1°. This is also verified by the simulated results.\n",
    "\n",
    "In order to generate results for the missing portion of the reflectance spectrum (i.e., the white region), we will need to rerun the simulations for different wavelength spectra.\n",
    "\n",
    "![](https://meep.readthedocs.io/en/latest/images/reflectance_angular_spectrum.png)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x800 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(dpi=200)\n",
    "plt.pcolormesh(kxs, wvls, Rmeep, cmap='inferno', shading='gouraud', vmin=0, vmax=Rmeep.max())\n",
    "plt.axis([kxs[0,0], kxs[0,-1], wvl_min, wvl_max])\n",
    "plt.yticks([t for t in np.linspace(0.4,0.8,5)])\n",
    "plt.xlabel(r\"Bloch-periodic wavevector (k$_x$/2π)\")\n",
    "plt.ylabel(\"wavelength (μm)\")\n",
    "plt.title(\"reflectance (meep)\")\n",
    "cbar = plt.colorbar()\n",
    "cbar.set_ticks([t for t in np.linspace(0,0.4,5)])\n",
    "cbar.set_ticklabels([\"{:.1f}\".format(t) for t in np.linspace(0,0.4,5)])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x800 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(dpi=200)\n",
    "plt.pcolormesh(thetas, wvls, Rmeep, cmap='inferno', shading='gouraud', vmin=0, vmax=Rmeep.max())\n",
    "plt.axis([thetas.min(), thetas.max(), wvl_min, wvl_max])\n",
    "plt.xticks([t for t in range(0,100,20)])\n",
    "plt.yticks([t for t in np.linspace(0.4,0.8,5)])\n",
    "plt.xlabel(\"angle of incident planewave (degrees)\")\n",
    "plt.ylabel(\"wavelength (μm)\")\n",
    "plt.title(\"reflectance (meep)\")\n",
    "cbar = plt.colorbar()\n",
    "cbar.set_ticks([t for t in np.linspace(0,0.4,5)])\n",
    "cbar.set_ticklabels([\"{:.1f}\".format(t) for t in np.linspace(0,0.4,5)])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x800 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "n1=1\n",
    "n2=3.5\n",
    "\n",
    "# compute angle of refracted planewave in medium n2\n",
    "# for incident planewave in medium n1 at angle theta_in\n",
    "theta_out = lambda theta_in: math.asin(n1*math.sin(theta_in)/n2)\n",
    "\n",
    "# compute Fresnel reflectance for P-polarization in medium n2\n",
    "# for incident planewave in medium n1 at angle theta_in\n",
    "Rfresnel = lambda theta_in: math.fabs((n1*math.cos(theta_out(theta_in))-n2*math.cos(theta_in))/(n1*math.cos(theta_out(theta_in))+n2*math.cos(theta_in)))**2\n",
    "\n",
    "Ranalytic = np.empty((nfreq, theta_in.size))\n",
    "for m in range(wvl.size):\n",
    "    for n in range(theta_in.size):\n",
    "        Ranalytic[m,n] = Rfresnel(math.radians(thetas[m,n]))\n",
    "\n",
    "plt.figure(dpi=200)\n",
    "plt.pcolormesh(thetas, wvls, Ranalytic, cmap='inferno', shading='gouraud', vmin=0, vmax=Ranalytic.max())\n",
    "plt.axis([thetas.min(), thetas.max(), wvl_min, wvl_max])\n",
    "plt.xticks([t for t in range(0,100,20)])\n",
    "plt.yticks([t for t in np.linspace(0.4,0.8,5)])\n",
    "plt.xlabel(\"angle of incident planewave (degrees)\")\n",
    "plt.ylabel(\"wavelength (μm)\")\n",
    "plt.title(\"reflectance (analytic)\")\n",
    "cbar = plt.colorbar()\n",
    "cbar.set_ticks([t for t in np.linspace(0,0.4,5)])\n",
    "cbar.set_ticklabels([\"{:.1f}\".format(t) for t in np.linspace(0,0.4,5)])"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "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": "3.6.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}