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jadonk/light_1d_media_simulation_julia.ipynb

Created May 19, 2026 04:17
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Light 1-D simulator
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light_1d_media_simulation_julia.ipynb
{
"cells": [
{
"cell_type": "markdown",
"id": "622e1126",
"metadata": {},
"source": [
"\n",
"# 1D Light Propagation Through Different Media\n",
"\n",
"This notebook simulates a short electromagnetic pulse moving through layered media in one spatial dimension.\n",
"\n",
"The method is a simple **finite-difference time-domain** simulation of the 1D Maxwell equations in normalized units:\n",
"\n",
"\\[\n",
"\\frac{\\partial H_y}{\\partial t} = \\frac{\\partial E_z}{\\partial x},\n",
"\\qquad\n",
"\\frac{\\partial E_z}{\\partial t} = \\frac{1}{\\epsilon_r(x)}\\frac{\\partial H_y}{\\partial x},\n",
"\\qquad\n",
"\\epsilon_r(x) = n(x)^2.\n",
"\\]\n",
"\n",
"What you can change:\n",
"\n",
"- the refractive index layers, such as air, glass, and water\n",
"- the pulse frequency and width\n",
"- the number of grid cells and time steps\n",
"- the probe locations used to record the electric field over time\n"
]
},
{
"cell_type": "markdown",
"id": "10980f73",
"metadata": {},
"source": [
"\n",
"## 1. Load Julia packages\n",
"\n",
"The notebook uses `Plots.jl`. The first run may take a moment while Julia installs and precompiles the package.\n"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "97c9ec0c",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Plots.GRBackend()"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"\n",
"try\n",
" @eval using Plots\n",
"catch\n",
" import Pkg\n",
" Pkg.add(\"Plots\")\n",
" @eval using Plots\n",
"end\n",
"\n",
"using Printf\n",
"gr()\n"
]
},
{
"cell_type": "markdown",
"id": "901292c8",
"metadata": {},
"source": [
"\n",
"## 2. Define the simulation grid and media\n",
"\n",
"The refractive index profile \\(n(x)\\) controls the speed of light in each region:\n",
"\n",
"\\[\n",
"v(x) = \\frac{c_0}{n(x)}.\n",
"\\]\n",
"\n",
"Because this notebook uses normalized units, \\(c_0 = 1\\).\n"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "e5a8ce43",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"dx = 0.00834, dt = 0.00417, Courant factor S = 0.50\n",
"Maximum refractive index = 1.50, minimum refractive index = 1.00\n"
]
}
],
"source": [
"\n",
"# Domain and discretization\n",
"L = 10.0 # length of the 1D domain\n",
"Nx = 1200 # number of spatial grid points\n",
"x = collect(range(0, L; length=Nx))\n",
"dx = x[2] - x[1]\n",
"\n",
"# Courant factor. For n >= 1, S <= 1 is stable in this normalized model.\n",
"S = 0.50\n",
"dt = S * dx\n",
"\n",
"# Total number of time steps and visualization stride\n",
"Nt = 3000\n",
"snapshot_every = 8\n",
"\n",
"# Layer definitions: (left edge, right edge, refractive index, label)\n",
"# Try changing these values to make different optical structures.\n",
"layers = [\n",
" (0.0, 3.0, 1.00, \"air\"),\n",
" (3.0, 5.3, 1.50, \"glass\"),\n",
" (5.3, 7.3, 1.33, \"water\"),\n",
" (7.3, 10.0, 1.00, \"air\")\n",
"]\n",
"\n",
"function make_refractive_index(x, layers)\n",
" n = fill(1.0, length(x))\n",
"\n",
" for (x_left, x_right, n_value, label) in layers\n",
" mask = (x .>= x_left) .& (x .< x_right)\n",
" n[mask] .= n_value\n",
" end\n",
"\n",
" # Include the final point in the final layer.\n",
" n[end] = layers[end][3]\n",
" return n\n",
"end\n",
"\n",
"n = make_refractive_index(x, layers)\n",
"eps_r = n .^ 2\n",
"\n",
"@printf(\"dx = %.5f, dt = %.5f, Courant factor S = %.2f\\n\", dx, dt, S)\n",
"@printf(\"Maximum refractive index = %.2f, minimum refractive index = %.2f\\n\", maximum(n), minimum(n))\n"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "5f97d3a2",
"metadata": {},
"outputs": [
{
"data": {
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1743.03,765.681 1744.71,765.681 1746.38,765.681 1748.06,765.681 1749.74,1270.27 1751.42,1270.27 1753.1,1270.27 1754.78,1270.27 1756.46,1270.27 1758.14,1270.27 1759.82,1270.27 1761.5,1270.27 1763.18,1270.27 1764.86,1270.27 1766.54,1270.27 1768.22,1270.27 1769.9,1270.27 1771.58,1270.27 1773.26,1270.27 1774.94,1270.27 1776.62,1270.27 1778.3,1270.27 1779.98,1270.27 1781.66,1270.27 1783.34,1270.27 1785.02,1270.27 1786.7,1270.27 1788.38,1270.27 1790.06,1270.27 1791.74,1270.27 1793.42,1270.27 1795.1,1270.27 1796.78,1270.27 1798.46,1270.27 1800.14,1270.27 1801.82,1270.27 1803.5,1270.27 1805.18,1270.27 1806.86,1270.27 1808.54,1270.27 1810.22,1270.27 1811.9,1270.27 1813.58,1270.27 1815.26,1270.27 1816.94,1270.27 1818.62,1270.27 1820.3,1270.27 1821.98,1270.27 1823.66,1270.27 1825.34,1270.27 1827.02,1270.27 1828.7,1270.27 1830.38,1270.27 1832.06,1270.27 1833.74,1270.27 1835.42,1270.27 1837.1,1270.27 1838.78,1270.27 1840.46,1270.27 1842.14,1270.27 1843.82,1270.27 1845.5,1270.27 1847.18,1270.27 1848.85,1270.27 1850.53,1270.27 1852.21,1270.27 1853.89,1270.27 1855.57,1270.27 1857.25,1270.27 1858.93,1270.27 1860.61,1270.27 1862.29,1270.27 1863.97,1270.27 1865.65,1270.27 1867.33,1270.27 1869.01,1270.27 1870.69,1270.27 1872.37,1270.27 1874.05,1270.27 1875.73,1270.27 1877.41,1270.27 1879.09,1270.27 1880.77,1270.27 1882.45,1270.27 1884.13,1270.27 1885.81,1270.27 1887.49,1270.27 1889.17,1270.27 1890.85,1270.27 1892.53,1270.27 1894.21,1270.27 1895.89,1270.27 1897.57,1270.27 1899.25,1270.27 1900.93,1270.27 1902.61,1270.27 1904.29,1270.27 1905.97,1270.27 1907.65,1270.27 1909.33,1270.27 1911.01,1270.27 1912.69,1270.27 1914.37,1270.27 1916.05,1270.27 1917.73,1270.27 1919.41,1270.27 1921.09,1270.27 1922.77,1270.27 1924.45,1270.27 1926.13,1270.27 1927.81,1270.27 1929.49,1270.27 1931.17,1270.27 1932.85,1270.27 1934.53,1270.27 1936.21,1270.27 1937.89,1270.27 1939.57,1270.27 1941.25,1270.27 1942.93,1270.27 1944.61,1270.27 1946.29,1270.27 1947.97,1270.27 1949.65,1270.27 1951.33,1270.27 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\" />"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"\n",
"# Plot the refractive index profile.\n",
"p_media = plot(\n",
" x, n;\n",
" xlabel = \"position x\",\n",
" ylabel = \"refractive index n(x)\",\n",
" title = \"Layered 1D optical media\",\n",
" label = \"n(x)\",\n",
" linewidth = 3,\n",
" ylim = (0.9, maximum(n) + 0.25),\n",
" legend = :topright\n",
")\n",
"\n",
"# Draw vertical lines at layer boundaries.\n",
"boundary_positions = [layer[2] for layer in layers[1:end-1]]\n",
"vline!(p_media, boundary_positions; label = \"\", linestyle = :dash)\n",
"\n",
"p_media\n"
]
},
{
"cell_type": "markdown",
"id": "189bbcb5",
"metadata": {},
"source": [
"\n",
"## 3. FDTD solver\n",
"\n",
"The solver launches a Gaussian-modulated sinusoidal pulse from the left side. When the pulse reaches a change in refractive index, part of the wave reflects and part transmits.\n"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "83d64c8a",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Stored 375 field snapshots.\n"
]
}
],
"source": [
"\n",
"function run_fdtd_1d(\n",
" x,\n",
" n;\n",
" S = 0.50,\n",
" Nt = 3000,\n",
" snapshot_every = 8,\n",
" source_x = 0.80,\n",
" probe_left_x = 2.30,\n",
" probe_right_x = 8.50,\n",
" pulse_frequency = 2.50,\n",
" pulse_width = 0.25,\n",
" pulse_delay = 1.00\n",
")\n",
" Nx = length(x)\n",
" dx = x[2] - x[1]\n",
" dt = S * dx\n",
" eps_r = n .^ 2\n",
"\n",
" # Yee-grid fields:\n",
" # E lives at integer grid points, H lives between E points.\n",
" E = zeros(Float64, Nx)\n",
" H = zeros(Float64, Nx - 1)\n",
"\n",
" source_idx = argmin(abs.(x .- source_x))\n",
" probe_left_idx = argmin(abs.(x .- probe_left_x))\n",
" probe_right_idx = argmin(abs.(x .- probe_right_x))\n",
"\n",
" source(t) = exp(-((t - pulse_delay) / pulse_width)^2) *\n",
" sin(2π * pulse_frequency * (t - pulse_delay))\n",
"\n",
" # First-order Mur absorbing boundary coefficient.\n",
" # The edges are air in this example, so boundary wave speed is c = 1.\n",
" mur_coeff = (S - 1) / (S + 1)\n",
"\n",
" snapshots = Vector{Vector{Float64}}()\n",
" t_snapshots = Float64[]\n",
"\n",
" E_left = Float64[]\n",
" E_right = Float64[]\n",
" energy = Float64[]\n",
" H_on_E = zeros(Float64, Nx)\n",
"\n",
" for step in 1:Nt\n",
" # Update magnetic field.\n",
" @views H .+= (dt / dx) .* (E[2:end] .- E[1:end-1])\n",
"\n",
" # Save previous electric field for Mur absorbing boundaries.\n",
" oldE = copy(E)\n",
"\n",
" # Update electric field inside the domain.\n",
" @views E[2:end-1] .+= (dt / dx) .* (H[2:end] .- H[1:end-1]) ./ eps_r[2:end-1]\n",
"\n",
" # Soft source: adds a pulse without completely overwriting the field.\n",
" t = step * dt\n",
" E[source_idx] += source(t)\n",
"\n",
" # Absorbing boundaries to reduce artificial reflections at the edges.\n",
" E[1] = oldE[2] + mur_coeff * (E[2] - oldE[1])\n",
" E[end] = oldE[end-1] + mur_coeff * (E[end-1] - oldE[end])\n",
"\n",
" # Record probe signals.\n",
" push!(E_left, E[probe_left_idx])\n",
" push!(E_right, E[probe_right_idx])\n",
"\n",
" # Approximate total field energy in the domain.\n",
" H_on_E[1] = H[1]\n",
" H_on_E[end] = H[end]\n",
" @views H_on_E[2:end-1] .= 0.5 .* (H[1:end-1] .+ H[2:end])\n",
" push!(energy, sum(0.5 .* (eps_r .* E.^2 .+ H_on_E.^2)) * dx)\n",
"\n",
" # Store snapshots for plotting and animation.\n",
" if step % snapshot_every == 0\n",
" push!(snapshots, copy(E))\n",
" push!(t_snapshots, t)\n",
" end\n",
" end\n",
"\n",
" t_series = collect(1:Nt) .* dt\n",
"\n",
" return (\n",
" x = x,\n",
" n = n,\n",
" eps_r = eps_r,\n",
" dx = dx,\n",
" dt = dt,\n",
" Nt = Nt,\n",
" E_snapshots = snapshots,\n",
" t_snapshots = t_snapshots,\n",
" E_left = E_left,\n",
" E_right = E_right,\n",
" t = t_series,\n",
" energy = energy,\n",
" source_idx = source_idx,\n",
" probe_left_idx = probe_left_idx,\n",
" probe_right_idx = probe_right_idx\n",
" )\n",
"end\n",
"\n",
"sim = run_fdtd_1d(\n",
" x,\n",
" n;\n",
" S = S,\n",
" Nt = Nt,\n",
" snapshot_every = snapshot_every,\n",
" source_x = 0.80,\n",
" probe_left_x = 2.30,\n",
" probe_right_x = 8.50,\n",
" pulse_frequency = 2.50,\n",
" pulse_width = 0.25,\n",
" pulse_delay = 1.00\n",
")\n",
"\n",
"@printf(\"Stored %d field snapshots.\\n\", length(sim.E_snapshots))\n"
]
},
{
"cell_type": "markdown",
"id": "ba1d1455",
"metadata": {},
"source": [
"\n",
"## 4. Plot selected electric-field snapshots\n",
"\n",
"The dashed curve is the refractive index profile, scaled so it fits on the electric-field axis.\n"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "555a1658",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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1374.07,1196.86 1376.64,1196.86 1379.21,1196.86 1381.78,1196.86 1384.35,1196.86 1386.92,1196.86 1389.49,1196.86 1392.06,1196.86 1394.62,1196.86 1397.19,1196.86 1399.76,1196.86 1402.33,1196.86 1404.9,1196.86 1407.47,1196.86 1410.04,1196.86 1412.61,1196.86 1415.18,1196.86 1417.75,1196.86 1420.32,1196.86 1422.89,1196.86 1425.46,1196.86 1428.03,1196.86 1430.59,1196.86 1433.16,1196.86 1435.73,1196.86 1438.3,1196.86 1440.87,1196.86 1443.44,1196.86 1446.01,1196.86 1448.58,1196.86 1451.15,1196.86 1453.72,1196.86 1456.29,1196.86 1458.86,1196.86 1461.43,1196.86 1464,1196.86 1466.56,1196.86 1469.13,1196.86 1471.7,1196.86 1474.27,1196.86 1476.84,1196.86 1479.41,1196.86 1481.98,1196.86 1484.55,1196.86 1487.12,1196.86 1489.69,1196.86 1492.26,1196.86 1494.83,1196.86 1497.4,1196.86 1499.97,1196.86 1502.54,1196.86 1505.1,1196.86 1507.67,1196.86 1510.24,1196.86 1512.81,1196.86 1515.38,1196.86 1517.95,1196.86 1520.52,1196.86 1523.09,1196.86 1525.66,1196.86 1528.23,1196.86 1530.8,1196.86 1533.37,1196.86 1535.94,1196.86 1538.51,1196.86 1541.07,1196.86 1543.64,1196.86 1546.21,1196.86 1548.78,1196.86 1551.35,1196.86 1553.92,1196.86 1556.49,1196.86 1559.06,1196.86 1561.63,1196.86 1564.2,1196.86 1566.77,1196.86 1569.34,1196.86 1571.91,1196.86 1574.48,1196.86 1577.04,1196.86 1579.61,1196.86 1582.18,1196.86 1584.75,1196.86 1587.32,1196.86 1589.89,1196.86 1592.46,1196.86 1595.03,1196.86 1597.6,1196.86 1600.17,1196.86 1602.74,1196.86 1605.31,1196.86 1607.88,1196.86 1610.45,1196.86 1613.01,1196.86 1615.58,1196.86 1618.15,1196.86 1620.72,1196.86 1623.29,1196.86 1625.86,1196.86 1628.43,1196.86 1631,1196.86 1633.57,1196.86 1636.14,1196.86 1638.71,1196.86 1641.28,1196.86 1643.85,1196.86 1646.42,1196.86 1648.98,1196.86 1651.55,1196.86 1654.12,1196.86 1656.69,1196.86 1659.26,1196.86 1661.83,1196.86 1664.4,1196.86 1666.97,1196.86 1669.54,1196.86 1672.11,1196.86 1674.68,1196.86 1677.25,1196.86 1679.82,1196.86 1682.39,1196.86 1684.96,1196.86 1687.52,1196.86 1690.09,1196.86 1692.66,1196.86 1695.23,1196.86 1697.8,1196.86 1700.37,1196.86 1702.94,1196.86 1705.51,1196.86 1708.08,1196.86 1710.65,1196.86 1713.22,1196.86 1715.79,1196.86 1718.36,1196.86 1720.93,1196.86 1723.49,1196.86 1726.06,1196.86 1728.63,1196.86 1731.2,1196.86 1733.77,1196.86 1736.34,1196.86 1738.91,1196.86 1741.48,1196.86 1744.05,1196.86 1746.62,1196.86 1749.19,1196.86 1751.76,1196.86 1754.33,1196.86 1756.9,1196.86 1759.46,1196.86 1762.03,1196.86 1764.6,1196.86 1767.17,1196.86 1769.74,1196.86 1772.31,1196.86 1774.88,1196.86 1777.45,1196.86 1780.02,1196.86 1782.59,1196.86 1785.16,1196.86 1787.73,1196.86 1790.3,1196.86 1792.87,1196.86 1795.43,1196.86 1798,1196.86 1800.57,1196.86 1803.14,1196.86 1805.71,1196.86 1808.28,1196.86 1810.85,1196.86 1813.42,1196.86 1815.99,1196.86 1818.56,1196.86 1821.13,1196.86 1823.7,1196.86 1826.27,1196.86 1828.84,1196.86 1831.4,1196.86 1833.97,1196.86 1836.54,1196.86 1839.11,1196.86 1841.68,1196.86 1844.25,1196.86 1846.82,1196.86 1849.39,1196.86 1851.96,1196.86 1854.53,1196.86 1857.1,1196.86 1859.67,1196.86 1862.24,1196.86 1864.81,1196.86 1867.38,1196.86 1869.94,1196.86 1872.51,1196.86 1875.08,1196.86 1877.65,1196.86 1880.22,1196.86 1882.79,1196.86 1885.36,1196.86 1887.93,1196.86 1890.5,1196.86 1893.07,1196.86 1895.64,1196.86 1898.21,1196.86 1900.78,1196.86 1903.35,1196.86 1905.91,1196.86 1908.48,1196.86 1911.05,1196.86 1913.62,1196.86 1916.19,1196.86 1918.76,1196.86 1921.33,1196.86 1923.9,1196.86 1926.47,1196.86 1929.04,1196.86 1931.61,1196.86 1934.18,1196.86 1936.75,1196.86 1939.32,1196.86 1941.88,1196.86 1944.45,1196.86 1947.02,1196.86 1949.59,1196.86 1952.16,1196.86 1954.73,1196.86 1957.3,1196.86 1959.87,1196.86 1962.44,1196.86 1965.01,1196.86 1967.58,1196.86 1970.15,1196.86 1972.72,1196.86 1975.29,1196.86 1977.85,1196.86 1980.42,1196.86 1982.99,1196.86 1985.56,1196.86 1988.13,1196.86 1990.7,1196.86 1993.27,1196.86 1995.84,1196.86 1998.41,1196.86 2000.98,1196.86 2003.55,1196.86 2006.12,1196.86 2008.69,1196.86 2011.26,1196.86 2013.82,1211.02 2016.39,1211.02 2018.96,1211.02 2021.53,1211.02 2024.1,1211.02 2026.67,1211.02 2029.24,1211.02 2031.81,1211.02 2034.38,1211.02 2036.95,1211.02 2039.52,1211.02 2042.09,1211.02 2044.66,1211.02 2047.23,1211.02 2049.8,1211.02 2052.36,1211.02 2054.93,1211.02 2057.5,1211.02 2060.07,1211.02 2062.64,1211.02 2065.21,1211.02 2067.78,1211.02 2070.35,1211.02 2072.92,1211.02 2075.49,1211.02 2078.06,1211.02 2080.63,1211.02 2083.2,1211.02 2085.77,1211.02 2088.33,1211.02 2090.9,1211.02 2093.47,1211.02 2096.04,1211.02 2098.61,1211.02 2101.18,1211.02 2103.75,1211.02 2106.32,1211.02 2108.89,1211.02 2111.46,1211.02 2114.03,1211.02 2116.6,1211.02 2119.17,1211.02 2121.74,1211.02 2124.3,1211.02 2126.87,1211.02 2129.44,1211.02 2132.01,1211.02 2134.58,1211.02 2137.15,1211.02 2139.72,1211.02 2142.29,1211.02 2144.86,1211.02 2147.43,1211.02 2150,1211.02 2152.57,1211.02 2155.14,1211.02 2157.71,1211.02 2160.27,1211.02 2162.84,1211.02 2165.41,1211.02 2167.98,1211.02 2170.55,1211.02 2173.12,1211.02 2175.69,1211.02 2178.26,1211.02 2180.83,1211.02 2183.4,1211.02 2185.97,1211.02 2188.54,1211.02 2191.11,1211.02 2193.68,1211.02 2196.24,1211.02 2198.81,1211.02 2201.38,1211.02 2203.95,1211.02 2206.52,1211.02 2209.09,1211.02 2211.66,1211.02 2214.23,1211.02 2216.8,1211.02 2219.37,1211.02 2221.94,1211.02 2224.51,1211.02 2227.08,1211.02 2229.65,1211.02 2232.22,1211.02 2234.78,1211.02 2237.35,1211.02 2239.92,1211.02 2242.49,1211.02 2245.06,1211.02 2247.63,1211.02 2250.2,1211.02 2252.77,1211.02 2255.34,1211.02 2257.91,1211.02 2260.48,1211.02 2263.05,1211.02 2265.62,1211.02 2268.19,1211.02 2270.75,1211.02 2273.32,1211.02 2275.89,1211.02 2278.46,1211.02 2281.03,1211.02 2283.6,1211.02 2286.17,1211.02 2288.74,1211.02 2291.31,1211.02 2293.88,1211.02 2296.45,1211.02 2299.02,1211.02 2301.59,1211.02 2304.16,1211.02 2306.72,1211.02 2309.29,1211.02 2311.86,1211.02 2314.43,1211.02 2317,1211.02 2319.57,1211.02 2322.14,1211.02 2324.71,1211.02 2327.28,1211.02 2329.85,1211.02 2332.42,1211.02 2334.99,1211.02 2337.56,1211.02 2340.13,1211.02 2342.69,1211.02 2345.26,1211.02 2347.83,1211.02 2350.4,1211.02 2352.97,1211.02 2355.54,1211.02 2358.11,1211.02 2360.68,1211.02 2363.25,1211.02 2365.82,1211.02 2368.39,1211.02 2370.96,1211.02 2373.53,1211.02 2376.1,1211.02 2378.66,1211.02 2381.23,1211.02 2383.8,1211.02 2386.37,1211.02 2388.94,1211.02 2391.51,1211.02 2394.08,1211.02 2396.65,1211.02 2399.22,1211.02 2401.79,1211.02 2404.36,1211.02 2406.93,1211.02 2409.5,1211.02 2412.07,1211.02 2414.64,1211.02 2417.2,1211.02 2419.77,1211.02 2422.34,1211.02 2424.91,1211.02 2427.48,1211.02 2430.05,1211.02 2432.62,1211.02 2435.19,1211.02 2437.76,1211.02 2440.33,1211.02 2442.9,1211.02 2445.47,1211.02 2448.04,1211.02 2450.61,1211.02 2453.17,1211.02 2455.74,1211.02 2458.31,1211.02 2460.88,1211.02 2463.45,1211.02 2466.02,1211.02 2468.59,1211.02 2471.16,1211.02 2473.73,1211.02 2476.3,1211.02 2478.87,1211.02 2481.44,1211.02 2484.01,1211.02 2486.58,1211.02 2489.14,1211.02 2491.71,1211.02 2494.28,1211.02 2496.85,1211.02 2499.42,1211.02 2501.99,1211.02 2504.56,1211.02 2507.13,1211.02 2509.7,1211.02 2512.27,1211.02 2514.84,1211.02 2517.41,1211.02 2519.98,1211.02 2522.55,1211.02 2525.11,1211.02 2527.68,1211.02 2530.25,1211.02 2532.82,1211.02 2535.39,1211.02 2537.96,1211.02 2540.53,1211.02 2543.1,1211.02 2545.67,1211.02 2548.24,1211.02 2550.81,1211.02 2553.38,1211.02 2555.95,1211.02 2558.52,1211.02 2561.08,1211.02 2563.65,1211.02 2566.22,1211.02 2568.79,1211.02 2571.36,1211.02 2573.93,1211.02 2576.5,1211.02 2579.07,1211.02 2581.64,1211.02 2584.21,1211.02 2586.78,1211.02 2589.35,1211.02 2591.92,1211.02 2594.49,1211.02 2597.06,1211.02 2599.62,1211.02 2602.19,1211.02 2604.76,1211.02 2607.33,1211.02 2609.9,1211.02 2612.47,1211.02 2615.04,1211.02 2617.61,1211.02 2620.18,1211.02 2622.75,1211.02 2625.32,1211.02 2627.89,1211.02 2630.46,1238.5 2633.03,1238.5 2635.59,1238.5 2638.16,1238.5 2640.73,1238.5 2643.3,1238.5 2645.87,1238.5 2648.44,1238.5 2651.01,1238.5 2653.58,1238.5 2656.15,1238.5 2658.72,1238.5 2661.29,1238.5 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1425.46,2622.65 1428.03,2623.05 1430.59,2623.2 1433.16,2623.08 1435.73,2622.68 1438.3,2621.99 1440.87,2621.03 1443.44,2619.85 1446.01,2618.48 1448.58,2617.01 1451.15,2615.5 1453.72,2614.04 1456.29,2612.71 1458.86,2611.57 1461.43,2610.7 1464,2610.12 1466.56,2609.87 1469.13,2609.94 1471.7,2610.33 1474.27,2610.98 1476.84,2611.86 1479.41,2612.89 1481.98,2614.02 1484.55,2615.16 1487.12,2616.25 1489.69,2617.24 1492.26,2618.09 1494.83,2618.75 1497.4,2619.22 1499.97,2619.5 1502.54,2619.6 1505.1,2619.54 1507.67,2619.34 1510.24,2619.06 1512.81,2618.71 1515.38,2618.33 1517.95,2617.95 1520.52,2617.6 1523.09,2617.29 1525.66,2617.04 1528.23,2616.84 1530.8,2616.7 1533.37,2616.61 1535.94,2616.57 1538.51,2616.56 1541.07,2616.59 1543.64,2616.63 1546.21,2616.67 1548.78,2616.73 1551.35,2616.78 1553.92,2616.82 1556.49,2616.86 1559.06,2616.89 1561.63,2616.91 1564.2,2616.93 1566.77,2616.94 1569.34,2616.94 1571.91,2616.94 1574.48,2616.94 1577.04,2616.94 1579.61,2616.94 1582.18,2616.94 1584.75,2616.93 1587.32,2616.93 1589.89,2616.93 1592.46,2616.93 1595.03,2616.93 1597.6,2616.93 1600.17,2616.93 1602.74,2616.93 1605.31,2616.93 1607.88,2616.93 1610.45,2616.93 1613.01,2616.93 1615.58,2616.93 1618.15,2616.93 1620.72,2616.93 1623.29,2616.93 1625.86,2616.93 1628.43,2616.93 1631,2616.93 1633.57,2616.93 1636.14,2616.93 1638.71,2616.93 1641.28,2616.93 1643.85,2616.93 1646.42,2616.93 1648.98,2616.93 1651.55,2616.93 1654.12,2616.93 1656.69,2616.93 1659.26,2616.93 1661.83,2616.93 1664.4,2616.93 1666.97,2616.93 1669.54,2616.93 1672.11,2616.93 1674.68,2616.93 1677.25,2616.93 1679.82,2616.93 1682.39,2616.93 1684.96,2616.93 1687.52,2616.93 1690.09,2616.93 1692.66,2616.93 1695.23,2616.93 1697.8,2616.93 1700.37,2616.93 1702.94,2616.93 1705.51,2616.93 1708.08,2616.93 1710.65,2616.93 1713.22,2616.93 1715.79,2616.92 1718.36,2616.92 1720.93,2616.92 1723.49,2616.92 1726.06,2616.92 1728.63,2616.92 1731.2,2616.92 1733.77,2616.92 1736.34,2616.92 1738.91,2616.92 1741.48,2616.93 1744.05,2616.93 1746.62,2616.93 1749.19,2616.93 1751.76,2616.93 1754.33,2616.93 1756.9,2616.93 1759.46,2616.93 1762.03,2616.93 1764.6,2616.93 1767.17,2616.93 1769.74,2616.93 1772.31,2616.93 1774.88,2616.93 1777.45,2616.93 1780.02,2616.92 1782.59,2616.92 1785.16,2616.92 1787.73,2616.92 1790.3,2616.92 1792.87,2616.92 1795.43,2616.92 1798,2616.92 1800.57,2616.92 1803.14,2616.92 1805.71,2616.92 1808.28,2616.93 1810.85,2616.93 1813.42,2616.93 1815.99,2616.93 1818.56,2616.93 1821.13,2616.93 1823.7,2616.93 1826.27,2616.93 1828.84,2616.93 1831.4,2616.93 1833.97,2616.93 1836.54,2616.93 1839.11,2616.93 1841.68,2616.93 1844.25,2616.93 1846.82,2616.93 1849.39,2616.92 1851.96,2616.92 1854.53,2616.92 1857.1,2616.92 1859.67,2616.93 1862.24,2616.93 1864.81,2616.93 1867.38,2616.93 1869.94,2616.93 1872.51,2616.93 1875.08,2616.93 1877.65,2616.93 1880.22,2616.93 1882.79,2616.93 1885.36,2616.93 1887.93,2616.93 1890.5,2616.93 1893.07,2616.93 1895.64,2616.93 1898.21,2616.93 1900.78,2616.93 1903.35,2616.93 1905.91,2616.93 1908.48,2616.93 1911.05,2616.93 1913.62,2616.93 1916.19,2616.93 1918.76,2616.93 1921.33,2616.93 1923.9,2616.93 1926.47,2616.93 1929.04,2616.93 1931.61,2616.93 1934.18,2616.93 1936.75,2616.93 1939.32,2616.93 1941.88,2616.93 1944.45,2616.93 1947.02,2616.93 1949.59,2616.93 1952.16,2616.93 1954.73,2616.93 1957.3,2616.93 1959.87,2616.93 1962.44,2616.93 1965.01,2616.93 1967.58,2616.93 1970.15,2616.93 1972.72,2616.93 1975.29,2616.93 1977.85,2616.93 1980.42,2616.93 1982.99,2616.93 1985.56,2616.93 1988.13,2616.93 1990.7,2616.93 1993.27,2616.93 1995.84,2616.93 1998.41,2616.93 2000.98,2616.93 2003.55,2616.93 2006.12,2616.93 2008.69,2616.93 2011.26,2616.93 2013.82,2616.93 2016.39,2616.93 2018.96,2616.93 2021.53,2616.93 2024.1,2616.93 2026.67,2616.93 2029.24,2616.93 2031.81,2616.93 2034.38,2616.93 2036.95,2616.93 2039.52,2616.93 2042.09,2616.93 2044.66,2616.93 2047.23,2616.93 2049.8,2616.93 2052.36,2616.93 2054.93,2616.93 2057.5,2616.93 2060.07,2616.93 2062.64,2616.93 2065.21,2616.93 2067.78,2616.93 2070.35,2616.93 2072.92,2616.93 2075.49,2616.93 2078.06,2616.93 2080.63,2616.93 2083.2,2616.93 2085.77,2616.93 2088.33,2616.93 2090.9,2616.93 2093.47,2616.93 2096.04,2616.93 2098.61,2616.93 2101.18,2616.93 2103.75,2616.93 2106.32,2616.93 2108.89,2616.93 2111.46,2616.93 2114.03,2616.93 2116.6,2616.93 2119.17,2616.93 2121.74,2616.93 2124.3,2616.93 2126.87,2616.93 2129.44,2616.93 2132.01,2616.93 2134.58,2616.93 2137.15,2616.93 2139.72,2616.93 2142.29,2616.93 2144.86,2616.93 2147.43,2616.93 2150,2616.93 2152.57,2616.93 2155.14,2616.93 2157.71,2616.93 2160.27,2616.93 2162.84,2616.93 2165.41,2616.93 2167.98,2616.93 2170.55,2616.92 2173.12,2616.92 2175.69,2616.92 2178.26,2616.92 2180.83,2616.91 2183.4,2616.91 2185.97,2616.91 2188.54,2616.91 2191.11,2616.91 2193.68,2616.91 2196.24,2616.91 2198.81,2616.91 2201.38,2616.92 2203.95,2616.92 2206.52,2616.93 2209.09,2616.94 2211.66,2616.95 2214.23,2616.96 2216.8,2616.97 2219.37,2616.98 2221.94,2616.99 2224.51,2616.99 2227.08,2616.99 2229.65,2616.99 2232.22,2616.98 2234.78,2616.97 2237.35,2616.96 2239.92,2616.94 2242.49,2616.92 2245.06,2616.9 2247.63,2616.88 2250.2,2616.86 2252.77,2616.84 2255.34,2616.82 2257.91,2616.81 2260.48,2616.81 2263.05,2616.81 2265.62,2616.82 2268.19,2616.83 2270.75,2616.85 2273.32,2616.87 2275.89,2616.89 2278.46,2616.92 2281.03,2616.94 2283.6,2616.97 2286.17,2616.99 2288.74,2617.01 2291.31,2617.02 2293.88,2617.03 2296.45,2617.03 2299.02,2617.03 2301.59,2617.02 2304.16,2617.01 2306.72,2617 2309.29,2616.98 2311.86,2616.96 2314.43,2616.95 2317,2616.93 2319.57,2616.91 2322.14,2616.9 2324.71,2616.89 2327.28,2616.88 2329.85,2616.88 2332.42,2616.88 2334.99,2616.88 2337.56,2616.88 2340.13,2616.89 2342.69,2616.89 2345.26,2616.9 2347.83,2616.9 2350.4,2616.91 2352.97,2616.92 2355.54,2616.92 2358.11,2616.93 2360.68,2616.93 2363.25,2616.93 2365.82,2616.93 2368.39,2616.94 2370.96,2616.94 2373.53,2616.94 2376.1,2616.94 2378.66,2616.93 2381.23,2616.93 2383.8,2616.93 2386.37,2616.93 2388.94,2616.93 2391.51,2616.93 2394.08,2616.93 2396.65,2616.93 2399.22,2616.93 2401.79,2616.93 2404.36,2616.93 2406.93,2616.93 2409.5,2616.93 2412.07,2616.93 2414.64,2616.93 2417.2,2616.93 2419.77,2616.92 2422.34,2616.92 2424.91,2616.92 2427.48,2616.92 2430.05,2616.92 2432.62,2616.92 2435.19,2616.92 2437.76,2616.92 2440.33,2616.92 2442.9,2616.92 2445.47,2616.92 2448.04,2616.92 2450.61,2616.92 2453.17,2616.92 2455.74,2616.92 2458.31,2616.92 2460.88,2616.92 2463.45,2616.93 2466.02,2616.93 2468.59,2616.94 2471.16,2616.96 2473.73,2616.97 2476.3,2617 2478.87,2617.02 2481.44,2617.06 2484.01,2617.1 2486.58,2617.15 2489.14,2617.21 2491.71,2617.27 2494.28,2617.33 2496.85,2617.39 2499.42,2617.44 2501.99,2617.48 2504.56,2617.48 2507.13,2617.45 2509.7,2617.36 2512.27,2617.2 2514.84,2616.95 2517.41,2616.58 2519.98,2616.09 2522.55,2615.46 2525.11,2614.69 2527.68,2613.77 2530.25,2612.72 2532.82,2611.57 2535.39,2610.37 2537.96,2609.19 2540.53,2608.11 2543.1,2607.24 2545.67,2606.7 2548.24,2606.63 2550.81,2607.16 2553.38,2608.44 2555.95,2610.58 2558.52,2613.68 2561.08,2617.78 2563.65,2622.89 2566.22,2628.93 2568.79,2635.77 2571.36,2643.16 2573.93,2650.82 2576.5,2658.35 2579.07,2665.33 2581.64,2671.26 2584.21,2675.64 2586.78,2677.99 2589.35,2677.87 2591.92,2674.91 2594.49,2668.87 2597.06,2659.64 2599.62,2647.3 2602.19,2632.08 2604.76,2614.43 2607.33,2594.94 2609.9,2574.38 2612.47,2553.62 2615.04,2533.61 2617.61,2515.34 2620.18,2499.73 2622.75,2487.66 2625.32,2479.82 2627.89,2476.74 2630.46,2478.72 2633.03,2483.58 2635.59,2491.27 2638.16,2501.66 2640.73,2514.52 2643.3,2529.59 2645.87,2546.49 2648.44,2564.85 2651.01,2584.22 2653.58,2604.13 2656.15,2624.12 2658.72,2643.71 2661.29,2662.45 2663.86,2679.92 2666.43,2695.75 2669,2709.62 2671.56,2721.27 2674.13,2730.51 2676.7,2737.23 2679.27,2741.37 2681.84,2742.98 2684.41,2742.12 2686.98,2738.97 2689.55,2733.72 2692.12,2726.62 2694.69,2717.95 2697.26,2708.02 2699.83,2697.13 2702.4,2685.62 2704.97,2673.79 2707.53,2661.93 2710.1,2650.33 2712.67,2639.21 2715.24,2628.79 2717.81,2619.24 2720.38,2610.7 2722.95,2603.24 2725.52,2596.93 2728.09,2591.79 2730.66,2587.8 2733.23,2584.92 2735.8,2583.09 2738.37,2582.21 2740.94,2582.19 2743.5,2582.91 2746.07,2584.26 2748.64,2586.12 2751.21,2588.37 2753.78,2590.9 2756.35,2593.61 2758.92,2596.41 2761.49,2599.21 2764.06,2601.94 2766.63,2604.55 2769.2,2606.99 2771.77,2609.23 2774.34,2611.24 2776.91,2613.02 2779.48,2614.56 2782.04,2615.86 2784.61,2616.93 2787.18,2617.78 2789.75,2618.45 2792.32,2618.93 2794.89,2619.26 2797.46,2619.46 2800.03,2619.54 2802.6,2619.54 2805.17,2619.46 2807.74,2619.33 2810.31,2619.16 2812.88,2618.96 2815.45,2618.75 2818.01,2618.54 2820.58,2618.33 2823.15,2618.13 2825.72,2617.94 2828.29,2617.76 2830.86,2617.61 2833.43,2617.47 2836,2617.35 2838.57,2617.24 2841.14,2617.16 2843.71,2617.09 2846.28,2617.03 2848.85,2616.98 2851.42,2616.95 2853.98,2616.92 2856.55,2616.9 2859.12,2616.89 2861.69,2616.88 2864.26,2616.88 2866.83,2616.88 2869.4,2616.88 2871.97,2616.88 2874.54,2616.89 2877.11,2616.89 2879.68,2616.89 2882.25,2616.9 2884.82,2616.9 2887.39,2616.91 2889.95,2616.91 2892.52,2616.91 2895.09,2616.92 2897.66,2616.92 2900.23,2616.92 2902.8,2616.92 2905.37,2616.92 2907.94,2616.92 2910.51,2616.92 2913.08,2616.92 2915.65,2616.93 2918.22,2616.93 2920.79,2616.93 2923.36,2616.93 2925.92,2616.93 2928.49,2616.93 2931.06,2616.93 2933.63,2616.93 2936.2,2616.93 2938.77,2616.93 2941.34,2616.93 2943.91,2616.93 2946.48,2616.93 2949.05,2616.93 2951.62,2616.93 2954.19,2616.93 2956.76,2616.93 2959.33,2616.93 2961.9,2616.93 2964.46,2616.93 2967.03,2616.93 2969.6,2616.93 2972.17,2616.93 2974.74,2616.93 2977.31,2616.93 2979.88,2616.93 2982.45,2616.93 2985.02,2616.93 2987.59,2616.93 2990.16,2616.93 2992.73,2616.93 2995.3,2616.93 2997.87,2616.93 3000.43,2616.93 3003,2616.93 3005.57,2616.93 3008.14,2616.93 3010.71,2616.93 3013.28,2616.93 3015.85,2616.93 3018.42,2616.93 3020.99,2616.93 3023.56,2616.93 3026.13,2616.93 3028.7,2616.93 3031.27,2616.93 3033.84,2616.93 3036.4,2616.93 3038.97,2616.93 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1535.94,3476.86 1538.51,3476.86 1541.07,3476.86 1543.64,3476.86 1546.21,3476.86 1548.78,3476.86 1551.35,3476.86 1553.92,3476.86 1556.49,3476.86 1559.06,3476.86 1561.63,3476.86 1564.2,3476.86 1566.77,3476.86 1569.34,3476.86 1571.91,3476.86 1574.48,3476.86 1577.04,3476.86 1579.61,3476.86 1582.18,3476.86 1584.75,3476.86 1587.32,3476.86 1589.89,3476.86 1592.46,3476.86 1595.03,3476.86 1597.6,3476.86 1600.17,3476.86 1602.74,3476.86 1605.31,3476.86 1607.88,3476.86 1610.45,3476.86 1613.01,3476.86 1615.58,3476.86 1618.15,3476.86 1620.72,3476.86 1623.29,3476.86 1625.86,3476.86 1628.43,3476.86 1631,3476.86 1633.57,3476.86 1636.14,3476.86 1638.71,3476.86 1641.28,3476.86 1643.85,3476.86 1646.42,3476.86 1648.98,3476.86 1651.55,3476.86 1654.12,3476.86 1656.69,3476.86 1659.26,3476.86 1661.83,3476.86 1664.4,3476.86 1666.97,3476.86 1669.54,3476.86 1672.11,3476.86 1674.68,3476.86 1677.25,3476.86 1679.82,3476.86 1682.39,3476.86 1684.96,3476.86 1687.52,3476.86 1690.09,3476.86 1692.66,3476.86 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1857.1,3476.86 1859.67,3476.86 1862.24,3476.86 1864.81,3476.86 1867.38,3476.86 1869.94,3476.86 1872.51,3476.86 1875.08,3476.86 1877.65,3476.86 1880.22,3476.86 1882.79,3476.86 1885.36,3476.86 1887.93,3476.86 1890.5,3476.86 1893.07,3476.86 1895.64,3476.86 1898.21,3476.86 1900.78,3476.86 1903.35,3476.86 1905.91,3476.86 1908.48,3476.86 1911.05,3476.86 1913.62,3476.86 1916.19,3476.86 1918.76,3476.86 1921.33,3476.86 1923.9,3476.86 1926.47,3476.86 1929.04,3476.86 1931.61,3476.86 1934.18,3476.86 1936.75,3476.86 1939.32,3476.86 1941.88,3476.86 1944.45,3476.86 1947.02,3476.86 1949.59,3476.86 1952.16,3476.86 1954.73,3476.86 1957.3,3476.86 1959.87,3476.86 1962.44,3476.86 1965.01,3476.86 1967.58,3476.86 1970.15,3476.86 1972.72,3476.86 1975.29,3476.86 1977.85,3476.86 1980.42,3476.86 1982.99,3476.86 1985.56,3476.86 1988.13,3476.86 1990.7,3476.86 1993.27,3476.86 1995.84,3476.86 1998.41,3476.86 2000.98,3476.86 2003.55,3476.86 2006.12,3476.86 2008.69,3476.86 2011.26,3476.86 2013.82,3491.02 2016.39,3491.02 2018.96,3491.02 2021.53,3491.02 2024.1,3491.02 2026.67,3491.02 2029.24,3491.02 2031.81,3491.02 2034.38,3491.02 2036.95,3491.02 2039.52,3491.02 2042.09,3491.02 2044.66,3491.02 2047.23,3491.02 2049.8,3491.02 2052.36,3491.02 2054.93,3491.02 2057.5,3491.02 2060.07,3491.02 2062.64,3491.02 2065.21,3491.02 2067.78,3491.02 2070.35,3491.02 2072.92,3491.02 2075.49,3491.02 2078.06,3491.02 2080.63,3491.02 2083.2,3491.02 2085.77,3491.02 2088.33,3491.02 2090.9,3491.02 2093.47,3491.02 2096.04,3491.02 2098.61,3491.02 2101.18,3491.02 2103.75,3491.02 2106.32,3491.02 2108.89,3491.02 2111.46,3491.02 2114.03,3491.02 2116.6,3491.02 2119.17,3491.02 2121.74,3491.02 2124.3,3491.02 2126.87,3491.02 2129.44,3491.02 2132.01,3491.02 2134.58,3491.02 2137.15,3491.02 2139.72,3491.02 2142.29,3491.02 2144.86,3491.02 2147.43,3491.02 2150,3491.02 2152.57,3491.02 2155.14,3491.02 2157.71,3491.02 2160.27,3491.02 2162.84,3491.02 2165.41,3491.02 2167.98,3491.02 2170.55,3491.02 2173.12,3491.02 2175.69,3491.02 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\" />"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"\n",
"function scaled_media_curve(n, amp)\n",
" n_min = minimum(n)\n",
" n_max = maximum(n)\n",
" scaled = (n .- n_min) ./ (n_max - n_min + eps(Float64))\n",
" return -0.85 * amp .+ 0.25 * amp .* scaled\n",
"end\n",
"\n",
"amp = maximum(maximum(abs, E_snapshot) for E_snapshot in sim.E_snapshots)\n",
"amp = max(amp, 1e-9)\n",
"media_scaled = scaled_media_curve(sim.n, amp)\n",
"\n",
"snapshot_ids = round.(Int, range(1, length(sim.E_snapshots); length=5))\n",
"\n",
"plots = []\n",
"for k in snapshot_ids\n",
" p = plot(\n",
" sim.x,\n",
" sim.E_snapshots[k];\n",
" xlabel = \"position x\",\n",
" ylabel = \"electric field E_z\",\n",
" title = @sprintf(\"t = %.2f\", sim.t_snapshots[k]),\n",
" label = \"E field\",\n",
" linewidth = 2,\n",
" ylim = (-1.1 * amp, 1.1 * amp),\n",
" legend = :topright\n",
" )\n",
" plot!(p, sim.x, media_scaled; label = \"scaled n(x)\", linestyle = :dash, linewidth = 2)\n",
" scatter!(p, [sim.x[sim.source_idx]], [0.0]; label = \"source\", markersize = 4)\n",
" push!(plots, p)\n",
"end\n",
"\n",
"plot(plots...; layout = (length(plots), 1), size = (900, 950))\n"
]
},
{
"cell_type": "markdown",
"id": "681f22fb",
"metadata": {},
"source": [
"\n",
"## 5. Animate the pulse\n",
"\n",
"This cell creates an animated GIF called `light_1d_fdtd.gif` in the same folder as the notebook.\n"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "a4db9597",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"┌ Info: Saved animation to /Users/jkridner/Downloads/light_1d_fdtd.gif\n",
"└ @ Plots /Users/jkridner/.julia/packages/Plots/bpxfB/src/animation.jl:156\n"
]
},
{
"data": {
"text/html": [
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