{
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   "id": "a1b2c3d4",
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   "source": [
    "# Surface Scattering and BSDF Models\n",
    "\n",
    "A **BSDF** (Bidirectional Scattering Distribution Function) describes how a\n",
    "surface redirects light that is not simply refracted or specularly reflected.\n",
    "\n",
    "| BSDF | Scatter type | Parameters |\n",
    "|---|---|---|\n",
    "| Default (`None`) | Specular Fresnel refraction/reflection | -- |\n",
    "| `SpecularBRDF` | Perfect mirror reflection | -- |\n",
    "| `LambertianBSDF` | Cosine-weighted diffuse scatter | `reflectance_value` in [0,1] |\n",
    "| `HarveyShackBSDF` | Micro-roughness scatter (ABg model) | `b0`, `l0`, `s` |\n",
    "| `TabulatedBSDF` | User-defined lookup table | angles + BRDF values |\n",
    "\n",
    "Attach one through a `SurfaceConfig`:\n",
    "\n",
    "```python\n",
    "SurfaceConfig(bsdf=LambertianBSDF(0.9), scatter_fraction=0.05)\n",
    "```\n",
    "\n",
    "Two separate ideas are at work here, and keeping them apart avoids most of the\n",
    "confusion around scatter models:\n",
    "\n",
    "- **The BSDF sets the *shape* of the scatter lobe** -- where a scattered ray goes.\n",
    "- **`scatter_fraction` sets *how much* light is scattered** -- the probability that\n",
    "  a ray striking the surface is handed to the BSDF at all. The rest continue\n",
    "  along the ordinary specular or refractive path.\n",
    "\n",
    "A BSDF **replaces** the specular behaviour for the rays it handles, so\n",
    "`scatter_fraction=1.0` (the default) turns a surface into a *pure* diffuser\n",
    "with no transmitted beam left. Real surfaces scatter a small fraction, so a\n",
    "value well below 1 is usually what you want.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "b2c3d4e5",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-08-18T17:53:50.389257Z",
     "iopub.status.busy": "2026-08-18T17:53:50.388247Z",
     "iopub.status.idle": "2026-08-18T17:53:53.620206Z",
     "shell.execute_reply": "2026-08-18T17:53:53.620206Z"
    }
   },
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "from matplotlib.colors import LogNorm\n",
    "\n",
    "from optiland.coordinate_system import CoordinateSystem\n",
    "from optiland.nonsequential import (\n",
    "    NSQScene, Spectrum,\n",
    "    CollimatedSourceConfig, PointSourceConfig,\n",
    "    IrradianceDetectorConfig,\n",
    "    LensConfig, MirrorConfig,\n",
    "    SurfaceConfig,\n",
    "    SpecularBRDF, LambertianBSDF, HarveyShackBSDF,\n",
    ")\n",
    "\n",
    "spec = Spectrum.monochromatic(0.55)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c3d4e5f6",
   "metadata": {},
   "source": [
    "## 1. Default Behaviour: Fresnel Refraction\n",
    "\n",
    "With no BSDF, a refractive surface uses **detached-sample / attached-weight\n",
    "Fresnel splitting**: each ray is stochastically either refracted or reflected\n",
    "according to the Fresnel equations, with a throughput weight that keeps the\n",
    "estimate unbiased (and differentiable on the torch backend). This is the\n",
    "physically correct treatment for uncoated glass.\n",
    "\n",
    "At normal incidence N-BK7 reflects about 4% per surface, so a lens with two\n",
    "uncoated faces transmits roughly 92%.\n",
    "\n",
    "Note the detector is deliberately made large enough to catch the entire\n",
    "diverging beam. Sizing it too small removes flux that was transmitted\n",
    "perfectly well, and the missing light then looks like a surface loss.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "d4e5f6a7",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-08-18T17:53:53.622213Z",
     "iopub.status.busy": "2026-08-18T17:53:53.622213Z",
     "iopub.status.idle": "2026-08-18T17:53:54.138668Z",
     "shell.execute_reply": "2026-08-18T17:53:54.138668Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Flux in       : 1.0000 W\n",
      "Flux detected : 0.9166 W\n",
      "Transmission  : 91.7%\n",
      "Fresnel loss  : 8.3%  (expected ~8% for two uncoated surfaces)\n"
     ]
    },
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "scene = NSQScene()\n",
    "scene.add_source(\n",
    "    'S', CoordinateSystem(z=-80),\n",
    "    CollimatedSourceConfig(spectrum=spec, total_flux=1.0, aperture_radius=10.0),\n",
    ")\n",
    "scene.add_lens(\n",
    "    'L', CoordinateSystem(z=0),\n",
    "    LensConfig(r1=50, r2=-50, thickness=5, material='N-BK7', front_aperture_radius=12.5),\n",
    ")\n",
    "# 40 mm across: past focus the beam has spread to ~21 mm diameter, so a\n",
    "# 20 mm detector would clip it and understate the transmission.\n",
    "scene.add_detector(\n",
    "    'D', CoordinateSystem(z=100),\n",
    "    IrradianceDetectorConfig(width=40, height=40, num_pixels_x=128, num_pixels_y=128),\n",
    ")\n",
    "\n",
    "result = scene.trace(num_rays=50_000, seed=42)\n",
    "irr = result.detectors['D']\n",
    "\n",
    "transmission = irr.total_flux / result.total_flux_in * 100\n",
    "print(f\"Flux in       : {result.total_flux_in:.4f} W\")\n",
    "print(f\"Flux detected : {irr.total_flux:.4f} W\")\n",
    "print(f\"Transmission  : {transmission:.1f}%\")\n",
    "print(f\"Fresnel loss  : {100 - transmission:.1f}%  (expected ~8% for two uncoated surfaces)\")\n",
    "\n",
    "fig = irr.plot(cmap='hot')\n",
    "plt.title('Transmitted beam (uncoated N-BK7 singlet)')\n",
    "plt.tight_layout()\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e5f6a7b8",
   "metadata": {},
   "source": [
    "## 2. SpecularBRDF: Perfect Mirror\n",
    "\n",
    "`SpecularBRDF` reflects every ray about the surface normal with no loss and no\n",
    "spread. It is useful for an idealised mirror.\n",
    "\n",
    "The mirror below is concave toward the incoming beam, which is expressed by a\n",
    "**negative radius** (centre of curvature on the -z side). No rotation is\n",
    "needed; adding one would flip it to convex and diverge the beam.\n",
    "\n",
    "`MirrorConfig.reflectance` has no implicit default and is a required\n",
    "argument -- a mirror built without one raises, so a scene never silently gets\n",
    "a 100% reflector. Here it is set to `1.0` deliberately, since the point of\n",
    "this section is to isolate the *directional* behaviour of `SpecularBRDF` from\n",
    "any flux loss; a real mirror coating would use a lower value (see the\n",
    "`MirrorConfig` docstring for constants, wavelength-dependent callables, or\n",
    "`optiland.coatings` objects)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "f6a7b8c9",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-08-18T17:53:54.140823Z",
     "iopub.status.busy": "2026-08-18T17:53:54.139823Z",
     "iopub.status.idle": "2026-08-18T17:53:54.351759Z",
     "shell.execute_reply": "2026-08-18T17:53:54.351759Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Flux on detector: 1.0000 W of 1.0 W\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Parabolic mirror, f = |radius| / 2 = 100 mm\n",
    "scene_spec = NSQScene()\n",
    "scene_spec.add_source(\n",
    "    'S', CoordinateSystem(z=-80),\n",
    "    CollimatedSourceConfig(spectrum=spec, total_flux=1.0, aperture_radius=15.0),\n",
    ")\n",
    "scene_spec.add_mirror(\n",
    "    'M', CoordinateSystem(z=0),\n",
    "    MirrorConfig(radius=-200, conic=-1.0, aperture_radius=20.0, reflectance=1.0,\n",
    "                 surface=SurfaceConfig(bsdf=SpecularBRDF())),\n",
    ")\n",
    "scene_spec.add_detector(\n",
    "    'D', CoordinateSystem(z=-100),   # at the focus\n",
    "    IrradianceDetectorConfig(width=5, height=5, num_pixels_x=128, num_pixels_y=128),\n",
    ")\n",
    "\n",
    "result_spec = scene_spec.trace(num_rays=60_000, seed=42)\n",
    "irr_spec = result_spec.detectors['D']\n",
    "\n",
    "print(f\"Flux on detector: {irr_spec.total_flux:.4f} W of {result_spec.total_flux_in:.1f} W\")\n",
    "\n",
    "fig = irr_spec.plot(cmap='hot')\n",
    "plt.title(f'Parabolic mirror, SpecularBRDF | {irr_spec.num_rays_hit:,} rays')\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a7b8c9d0",
   "metadata": {},
   "source": [
    "## 3. LambertianBSDF: Diffuse Scatter\n",
    "\n",
    "`LambertianBSDF(reflectance_value)` scatters rays into a **cosine-weighted**\n",
    "hemisphere about the surface normal, the standard model for a matte surface.\n",
    "`reflectance_value` scales the flux of each scattered ray, so 0.9 means 10% is\n",
    "absorbed at the scatter event.\n",
    "\n",
    "Because the scatter is built about the normal facing the incoming ray, a\n",
    "diffuse surface sends light **back** toward the source: it is a diffuse\n",
    "*reflector*, not a diffuser you can see through.\n",
    "\n",
    "`scatter_fraction` decides how much of the beam is treated this way. Below, the\n",
    "back face of a lens scatters a varying fraction and refracts the rest, so the\n",
    "transmitted beam and the back-scattered light trade off against each other.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "b8c9d0e1",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-08-18T17:53:54.353782Z",
     "iopub.status.busy": "2026-08-18T17:53:54.352781Z",
     "iopub.status.idle": "2026-08-18T17:53:57.855769Z",
     "shell.execute_reply": "2026-08-18T17:53:57.855769Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "scatter_fraction= 0.0 -> forward 0.916 W, back-scattered 0.080 W\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "scatter_fraction= 0.1 -> forward 0.823 W, back-scattered 0.102 W\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "scatter_fraction= 0.3 -> forward 0.643 W, back-scattered 0.149 W\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "scatter_fraction= 0.6 -> forward 0.368 W, back-scattered 0.236 W\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "scatter_fraction= 1.0 -> forward 0.000 W, back-scattered 0.384 W\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1100x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "lambertian = LambertianBSDF(reflectance_value=0.9)\n",
    "\n",
    "\n",
    "def trace_scatter(fraction, n_rays=40_000):\n",
    "    \"\"\"Lens whose back face scatters `fraction` of the light diffusely.\"\"\"\n",
    "    scene_l = NSQScene()\n",
    "    scene_l.add_source(\n",
    "        'S', CoordinateSystem(z=-80),\n",
    "        CollimatedSourceConfig(spectrum=spec, total_flux=1.0, aperture_radius=10.0),\n",
    "    )\n",
    "    scene_l.add_lens(\n",
    "        'L', CoordinateSystem(z=0),\n",
    "        LensConfig(\n",
    "            r1=50, r2=-50, thickness=5, material='N-BK7',\n",
    "            front_aperture_radius=12.5,\n",
    "            back=SurfaceConfig(bsdf=lambertian, scatter_fraction=fraction),\n",
    "        ),\n",
    "    )\n",
    "    # Forward detector past the focus, backward detector behind the source\n",
    "    scene_l.add_detector(\n",
    "        'D_fwd', CoordinateSystem(z=100),\n",
    "        IrradianceDetectorConfig(width=60, height=60, num_pixels_x=96, num_pixels_y=96),\n",
    "    )\n",
    "    scene_l.add_detector(\n",
    "        'D_bwd', CoordinateSystem(z=-90),\n",
    "        IrradianceDetectorConfig(width=200, height=200, num_pixels_x=96, num_pixels_y=96),\n",
    "    )\n",
    "    res = scene_l.trace(num_rays=n_rays, seed=42)\n",
    "    return res.detectors['D_fwd'], res.detectors['D_bwd']\n",
    "\n",
    "\n",
    "fractions = [0.0, 0.1, 0.3, 0.6, 1.0]\n",
    "fwd_flux, bwd_flux = [], []\n",
    "for f in fractions:\n",
    "    fwd, bwd = trace_scatter(f)\n",
    "    fwd_flux.append(fwd.total_flux)\n",
    "    bwd_flux.append(bwd.total_flux)\n",
    "    print(f\"scatter_fraction={f:4.1f} -> forward {fwd.total_flux:.3f} W, \"\n",
    "          f\"back-scattered {bwd.total_flux:.3f} W\")\n",
    "\n",
    "fig, axes = plt.subplots(1, 2, figsize=(11, 4))\n",
    "\n",
    "ax = axes[0]\n",
    "ax.plot(fractions, fwd_flux, 'o-', label='Transmitted (forward)')\n",
    "ax.plot(fractions, bwd_flux, 's-', label='Back-scattered')\n",
    "ax.set_xlabel('scatter_fraction')\n",
    "ax.set_ylabel('Flux on detector [W]')\n",
    "ax.set_title('Diffuse back face: where the light goes')\n",
    "ax.legend()\n",
    "ax.grid(True, alpha=0.4)\n",
    "\n",
    "# Spatial picture at a 30% scatter fraction\n",
    "fwd30, _ = trace_scatter(0.3)\n",
    "ax = axes[1]\n",
    "im = ax.imshow(fwd30.irradiance, origin='lower', cmap='hot',\n",
    "               extent=[fwd30.x_coords[0], fwd30.x_coords[-1],\n",
    "                       fwd30.y_coords[0], fwd30.y_coords[-1]],\n",
    "               norm=LogNorm(vmin=fwd30.irradiance.max() * 1e-4,\n",
    "                            vmax=fwd30.irradiance.max()))\n",
    "plt.colorbar(im, ax=ax, label='Irradiance [W/mm$^2$]')\n",
    "ax.set_title('Transmitted beam, 30% diffuse back face')\n",
    "ax.set_xlabel('x [mm]')\n",
    "ax.set_ylabel('y [mm]')\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c9d0e1f2",
   "metadata": {},
   "source": [
    "## 4. HarveyShackBSDF: Micro-Roughness Scatter\n",
    "\n",
    "The **Harvey-Shack ABg model** describes scatter from a polished surface's\n",
    "residual micro-roughness. It is written in *direction-cosine* space:\n",
    "\n",
    "$$\\mathrm{BSDF}\\left(|\\beta - \\beta_0|\\right) = \\frac{b_0}{1 + \\left(|\\beta - \\beta_0| / l_0\\right)^{s}}$$\n",
    "\n",
    "where $\\beta_0$ is the specular direction and $\\beta$ the scattered one.\n",
    "\n",
    "- `b0` sets the scatter level at the specular peak\n",
    "- `l0` is the break frequency, i.e. the **angular width** of the lobe\n",
    "- `s` is the roll-off exponent: larger means the tail falls away faster\n",
    "\n",
    "Two separate quantities follow from these parameters:\n",
    "\n",
    "- The **lobe shape**, which the BSDF samples directly.\n",
    "- The **total integrated scatter (TIS)**, available as\n",
    "  `bsdf.total_integrated_scatter`. This is the fraction of incident power a\n",
    "  real surface with these parameters would scatter, and is the natural value\n",
    "  for `scatter_fraction`.\n",
    "\n",
    "A polished mirror has a TIS of order $10^{-5}$, so essentially all light stays\n",
    "specular and the scatter forms a faint halo around a bright core, exactly the\n",
    "veiling glare that limits contrast in real instruments.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "d0e1f2a3",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-08-18T17:53:57.857774Z",
     "iopub.status.busy": "2026-08-18T17:53:57.857774Z",
     "iopub.status.idle": "2026-08-18T17:53:59.858685Z",
     "shell.execute_reply": "2026-08-18T17:53:59.858685Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "polished : l0=0.005  TIS=9.41e-06\n",
      "rough    : l0=0.05   TIS=1.61e-03\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 700x450 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "polished = HarveyShackBSDF(b0=1e-2, l0=0.005, s=2.0)   # tight lobe\n",
    "rough    = HarveyShackBSDF(b0=1e-2, l0=0.05,  s=1.5)   # broad lobe\n",
    "\n",
    "for name, bsdf in [('polished', polished), ('rough', rough)]:\n",
    "    print(f\"{name:9s}: l0={bsdf.l0:<6} TIS={bsdf.total_integrated_scatter:.2e}\")\n",
    "\n",
    "\n",
    "def mirror_with_scatter(bsdf, fraction, n_rays=200_000):\n",
    "    \"\"\"Parabolic mirror whose surface scatters `fraction` of the light.\"\"\"\n",
    "    scene_m = NSQScene()\n",
    "    scene_m.add_source(\n",
    "        'S', CoordinateSystem(z=-80),\n",
    "        CollimatedSourceConfig(spectrum=spec, total_flux=1.0, aperture_radius=15.0),\n",
    "    )\n",
    "    scene_m.add_mirror(\n",
    "        'M', CoordinateSystem(z=0),\n",
    "        MirrorConfig(radius=-200, conic=-1.0, aperture_radius=20.0, reflectance=1.0,\n",
    "                     surface=SurfaceConfig(bsdf=bsdf, scatter_fraction=fraction)),\n",
    "    )\n",
    "    scene_m.add_detector(\n",
    "        'D', CoordinateSystem(z=-100),\n",
    "        IrradianceDetectorConfig(width=8, height=8, num_pixels_x=160, num_pixels_y=160),\n",
    "    )\n",
    "    return scene_m.trace(num_rays=n_rays, seed=42).detectors['D']\n",
    "\n",
    "\n",
    "def radial_profile(irr):\n",
    "    \"\"\"Azimuthally averaged irradiance versus radius.\"\"\"\n",
    "    X, Y = np.meshgrid(irr.x_coords, irr.y_coords)\n",
    "    R = np.hypot(X, Y).ravel()\n",
    "    E = irr.irradiance.ravel()\n",
    "    bins = np.linspace(0, R.max(), 60)\n",
    "    idx = np.digitize(R, bins) - 1\n",
    "    prof = np.array([E[idx == k].mean() if np.any(idx == k) else np.nan\n",
    "                     for k in range(len(bins) - 1)])\n",
    "    return 0.5 * (bins[:-1] + bins[1:]), prof\n",
    "\n",
    "\n",
    "# 2% scattered so the halo is visible above Monte Carlo noise; a real polished\n",
    "# mirror would use scatter_fraction = bsdf.total_integrated_scatter.\n",
    "fig, ax = plt.subplots(figsize=(7, 4.5))\n",
    "for label, bsdf, colour in [('perfect mirror', None, 'k'),\n",
    "                            ('polished (l0=0.005)', polished, 'tab:blue'),\n",
    "                            ('rough (l0=0.05)', rough, 'tab:red')]:\n",
    "    irr_m = (mirror_with_scatter(bsdf, 0.02) if bsdf is not None\n",
    "             else mirror_with_scatter(SpecularBRDF(), 0.0))\n",
    "    r, prof = radial_profile(irr_m)\n",
    "    ax.semilogy(r, prof, color=colour, label=label)\n",
    "\n",
    "ax.set_xlabel('Radius from focus [mm]')\n",
    "ax.set_ylabel('Irradiance [W/mm$^2$]')\n",
    "ax.set_title('Scatter halo around the focal spot (2% of light scattered)')\n",
    "ax.legend()\n",
    "ax.grid(True, alpha=0.35, which='both')\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e1f2a3b4",
   "metadata": {},
   "source": [
    "## 5. Inspecting a BSDF Directly\n",
    "\n",
    "Every BSDF exposes\n",
    "`sample(num_rays, incident_dirs, normals, wavelengths, rng, ray_id, bounce)`,\n",
    "returning `(scattered_dirs, flux_weights, transmitted)`. Calling it yourself\n",
    "is the clearest way to see what a model does, with no scene geometry in the\n",
    "way.\n",
    "\n",
    "`rng` is an `NSQRng` -- the engine's keyed PCG32 (see the developer guide's\n",
    "Reproducibility section), not a plain `numpy.random.Generator`: every draw is\n",
    "a pure function of `(seed, ray_id, bounce, event_slot)`, so `ray_id` and\n",
    "`bounce` must be supplied per sample. Below, each of the `N_SAMPLES` calls\n",
    "gets its own `ray_id` (`bounce=0` throughout) so every draw is independent.\n",
    "\n",
    "Below, a beam travelling along $+z$ strikes a surface whose normal faces $-z$,\n",
    "so the specular direction is $-z$ and the polar angle $\\theta$ is measured from\n",
    "it.\n",
    "\n",
    "For a Lambertian surface the density of scattered rays over $\\theta$ is\n",
    "\n",
    "$$p(\\theta) = \\sin(2\\theta), \\qquad \\langle\\cos\\theta\\rangle = \\tfrac{2}{3}$$\n",
    "\n",
    "which peaks at 45 degrees. This is the signature of **cosine weighting**: a\n",
    "uniform hemisphere would instead give $p(\\theta) = \\sin\\theta$ and\n",
    "$\\langle\\cos\\theta\\rangle = 1/2$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "f2a3b4c5",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-08-18T17:53:59.860700Z",
     "iopub.status.busy": "2026-08-18T17:53:59.860700Z",
     "iopub.status.idle": "2026-08-18T17:54:02.511174Z",
     "shell.execute_reply": "2026-08-18T17:54:02.511174Z"
    }
   },
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 1200x420 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Lambertian <cos(theta)> = 0.6673 (exact 2/3 = 0.6667)\n"
     ]
    }
   ],
   "source": [
    "from optiland.nonsequential import NSQRng\n",
    "\n",
    "rng = NSQRng(seed=0)\n",
    "N_SAMPLES = 200_000\n",
    "\n",
    "# Beam along +z hitting a surface whose normal faces -z: specular is -z.\n",
    "incident = np.tile([0.0, 0.0, 1.0], (N_SAMPLES, 1))\n",
    "normals = np.tile([0.0, 0.0, -1.0], (N_SAMPLES, 1))\n",
    "wavelengths = np.full(N_SAMPLES, 0.55)\n",
    "# A distinct ray_id per sample (bounce=0 throughout) is what makes every draw\n",
    "# independent under NSQRng's keyed PCG32.\n",
    "ray_id = np.arange(N_SAMPLES)\n",
    "bounce = np.zeros(N_SAMPLES, dtype=np.int64)\n",
    "\n",
    "fig, axes = plt.subplots(1, 2, figsize=(12, 4.2))\n",
    "\n",
    "# ---- Lambertian: cosine-weighted, peaking at 45 degrees --------------------\n",
    "dirs_lam, _, _ = LambertianBSDF(1.0).sample(\n",
    "    N_SAMPLES, incident, normals, wavelengths, rng, ray_id, bounce\n",
    ")\n",
    "theta_lam = np.degrees(np.arccos(np.clip(-np.asarray(dirs_lam)[:, 2], -1.0, 1.0)))\n",
    "\n",
    "ax = axes[0]\n",
    "ax.hist(theta_lam, bins=60, range=(0, 90), density=True,\n",
    "        alpha=0.65, label='Sampled')\n",
    "theta_ref = np.linspace(0, 90, 200)\n",
    "# sin(2*theta) expressed as a density per degree\n",
    "ax.plot(theta_ref, np.sin(2 * np.radians(theta_ref)) * np.pi / 180,\n",
    "        'r--', lw=2, label=r'Theory  $\\sin(2\\theta)$')\n",
    "ax.set_xlabel(r'$\\theta$ from surface normal [deg]')\n",
    "ax.set_ylabel('Probability density [1/deg]')\n",
    "ax.set_title('LambertianBSDF: cosine-weighted hemisphere')\n",
    "ax.legend()\n",
    "ax.grid(True, alpha=0.35)\n",
    "\n",
    "# ---- Harvey-Shack: narrow lobe about the specular direction ----------------\n",
    "ax = axes[1]\n",
    "for label, bsdf, colour in [('polished (l0=0.005)', polished, 'tab:blue'),\n",
    "                            ('rough (l0=0.05)', rough, 'tab:red')]:\n",
    "    dirs_hs, _, _ = bsdf.sample(N_SAMPLES, incident, normals, wavelengths, rng, ray_id, bounce)\n",
    "    theta_hs = np.degrees(np.arccos(np.clip(-np.asarray(dirs_hs)[:, 2], -1.0, 1.0)))\n",
    "    ax.hist(theta_hs, bins=np.logspace(-2, 2, 60), density=True,\n",
    "            histtype='step', lw=2, color=colour, label=label)\n",
    "\n",
    "ax.set_xscale('log')\n",
    "ax.set_yscale('log')\n",
    "ax.set_xlabel(r'$\\theta$ from specular [deg]')\n",
    "ax.set_ylabel('Probability density [1/deg]')\n",
    "ax.set_title('HarveyShackBSDF: ABg lobe about specular')\n",
    "ax.legend()\n",
    "ax.grid(True, alpha=0.35, which='both')\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()\n",
    "\n",
    "print(f\"Lambertian <cos(theta)> = {np.mean(np.cos(np.radians(theta_lam))):.4f} \"\n",
    "      f\"(exact 2/3 = {2 / 3:.4f})\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0eb6c2c0",
   "metadata": {},
   "source": [
    "## 6. Transmissive Lambertian: a Diffuser You Can See Through\n",
    "\n",
    "Section 3's diffuse back face only ever sent light **back** toward the\n",
    "source, because the scatter lobe was built about the normal facing the\n",
    "incoming ray. `LambertianBSDF` has a second parameter,\n",
    "`transmissive_fraction`, that changes this: it is the probability that a\n",
    "given scatter event samples the hemisphere on the **far side** of the\n",
    "surface (built about `-normal`) instead of the near side. This is the\n",
    "model for a real diffuser you look *through* -- ground glass, an\n",
    "engineered diffuser, a translucent shade -- rather than a diffuse mirror.\n",
    "\n",
    "- `transmissive_fraction=0.0` (the default, used implicitly in section 3):\n",
    "  every scatter event lands in the reflective hemisphere.\n",
    "- `transmissive_fraction=1.0`: every scatter event lands in the\n",
    "  transmissive hemisphere -- light passes through the surface, spread into\n",
    "  a cosine-weighted cone instead of continuing along the specular\n",
    "  refraction direction.\n",
    "\n",
    "Both extremes below use the same lens back face with `scatter_fraction=1.0`\n",
    "(a *pure* diffuser, no direct beam left) so the only thing that changes is\n",
    "which hemisphere the light ends up in."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "e788793e",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-08-18T17:54:02.513412Z",
     "iopub.status.busy": "2026-08-18T17:54:02.513412Z",
     "iopub.status.idle": "2026-08-18T17:54:04.015541Z",
     "shell.execute_reply": "2026-08-18T17:54:04.015541Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "transmissive_fraction=0.0 (reflector) : forward 0.000 W, backward 0.415 W\n",
      "transmissive_fraction=1.0 (transmitter): forward 0.159 W, backward 0.041 W\n",
      "\n",
      "Forward is exactly 0 W in the reflector case: scatter_fraction=1.0 means the back face has no direct specular path left, so nothing reaches D_fwd on axis.\n",
      "Backward is nonzero (~0.04 W) even in the transmitter case: that is the front face's own ~4% Fresnel reflection (section 1), unrelated to the back-face BSDF, so it shows up on D_bwd regardless of transmissive_fraction.\n",
      "Forward flux in the transmitter case is far below the ~0.87 W actually leaving the back face diffusely: a cosine-weighted lobe spans a full hemisphere, so most of it misses even an 80 mm-wide detector 95 mm away -- a real design would either use a much larger/closer collector or accept that a diffuser trades a tight beam for one that can be seen from a wide range of angles.\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1100x420 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def trace_transmissive(transmissive_fraction, n_rays=60_000):\n",
    "    \"\"\"Lens whose back face is a pure diffuser, split between the\n",
    "    reflective and transmissive hemispheres by `transmissive_fraction`.\"\"\"\n",
    "    diffuser = LambertianBSDF(reflectance_value=0.95,\n",
    "                              transmissive_fraction=transmissive_fraction)\n",
    "    scene_t = NSQScene()\n",
    "    scene_t.add_source(\n",
    "        'S', CoordinateSystem(z=-80),\n",
    "        CollimatedSourceConfig(spectrum=spec, total_flux=1.0, aperture_radius=10.0),\n",
    "    )\n",
    "    scene_t.add_lens(\n",
    "        'L', CoordinateSystem(z=0),\n",
    "        LensConfig(\n",
    "            r1=50, r2=-50, thickness=5, material='N-BK7',\n",
    "            front_aperture_radius=12.5,\n",
    "            back=SurfaceConfig(bsdf=diffuser, scatter_fraction=1.0),\n",
    "        ),\n",
    "    )\n",
    "    scene_t.add_detector(\n",
    "        'D_fwd', CoordinateSystem(z=100),\n",
    "        IrradianceDetectorConfig(width=80, height=80, num_pixels_x=96, num_pixels_y=96),\n",
    "    )\n",
    "    scene_t.add_detector(\n",
    "        'D_bwd', CoordinateSystem(z=-90),\n",
    "        IrradianceDetectorConfig(width=200, height=200, num_pixels_x=96, num_pixels_y=96),\n",
    "    )\n",
    "    res = scene_t.trace(num_rays=n_rays, seed=42)\n",
    "    return res.detectors['D_fwd'], res.detectors['D_bwd']\n",
    "\n",
    "\n",
    "fwd_reflect, bwd_reflect = trace_transmissive(0.0)   # diffuse reflector\n",
    "fwd_transmit, bwd_transmit = trace_transmissive(1.0)  # diffuse transmitter\n",
    "\n",
    "print(f\"transmissive_fraction=0.0 (reflector) : forward {fwd_reflect.total_flux:.3f} W, \"\n",
    "      f\"backward {bwd_reflect.total_flux:.3f} W\")\n",
    "print(f\"transmissive_fraction=1.0 (transmitter): forward {fwd_transmit.total_flux:.3f} W, \"\n",
    "      f\"backward {bwd_transmit.total_flux:.3f} W\")\n",
    "print()\n",
    "print(\"Forward is exactly 0 W in the reflector case: scatter_fraction=1.0 means the \"\n",
    "      \"back face has no direct specular path left, so nothing reaches D_fwd on axis.\")\n",
    "print(\"Backward is nonzero (~0.04 W) even in the transmitter case: that is the front \"\n",
    "      \"face's own ~4% Fresnel reflection (section 1), unrelated to the back-face BSDF, \"\n",
    "      \"so it shows up on D_bwd regardless of transmissive_fraction.\")\n",
    "print(\"Forward flux in the transmitter case is far below the ~0.87 W actually leaving \"\n",
    "      \"the back face diffusely: a cosine-weighted lobe spans a full hemisphere, so most \"\n",
    "      \"of it misses even an 80 mm-wide detector 95 mm away -- a real design would either \"\n",
    "      \"use a much larger/closer collector or accept that a diffuser trades a tight beam \"\n",
    "      \"for one that can be seen from a wide range of angles.\")\n",
    "\n",
    "fig, axes = plt.subplots(1, 2, figsize=(11, 4.2))\n",
    "im0 = axes[0].imshow(bwd_reflect.irradiance, origin='lower', cmap='hot', aspect='equal',\n",
    "                     extent=[bwd_reflect.x_coords[0], bwd_reflect.x_coords[-1],\n",
    "                             bwd_reflect.y_coords[0], bwd_reflect.y_coords[-1]])\n",
    "plt.colorbar(im0, ax=axes[0], label='W/mm$^2$')\n",
    "axes[0].set_title(f'transmissive_fraction=0.0\\ndiffuse reflector: {bwd_reflect.total_flux:.3f} W back at source')\n",
    "axes[0].set_xlabel('x [mm]'); axes[0].set_ylabel('y [mm]')\n",
    "\n",
    "im1 = axes[1].imshow(fwd_transmit.irradiance, origin='lower', cmap='hot', aspect='equal',\n",
    "                     extent=[fwd_transmit.x_coords[0], fwd_transmit.x_coords[-1],\n",
    "                             fwd_transmit.y_coords[0], fwd_transmit.y_coords[-1]])\n",
    "plt.colorbar(im1, ax=axes[1], label='W/mm$^2$')\n",
    "axes[1].set_title(f'transmissive_fraction=1.0\\ndiffuse transmitter: {fwd_transmit.total_flux:.3f} W forward, spread out')\n",
    "axes[1].set_xlabel('x [mm]'); axes[1].set_ylabel('y [mm]')\n",
    "\n",
    "plt.suptitle('transmissive_fraction picks which hemisphere the diffuse lobe lands in', fontsize=12)\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
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    "## Summary\n",
    "\n",
    "- Refractive surfaces use probabilistic Fresnel splitting by default; no BSDF needed\n",
    "- `SpecularBRDF()` reflects perfectly, with no spread; a mirror's `reflectance` is\n",
    "  always required -- there is no implicit perfect-mirror default\n",
    "- `LambertianBSDF(reflectance_value)` scatters into a cosine-weighted hemisphere\n",
    "  about the normal, so by default it reflects light *back* toward the source\n",
    "- `LambertianBSDF(..., transmissive_fraction=f)` sends that fraction of scatter\n",
    "  events into the far-side hemisphere instead, modelling a diffuser you can see\n",
    "  *through* rather than a diffuse mirror\n",
    "- `HarveyShackBSDF(b0, l0, s)` samples the ABg lobe about the specular direction;\n",
    "  `l0` sets the lobe width and `total_integrated_scatter` gives the physical\n",
    "  scatter level\n",
    "- A BSDF **replaces** the specular path for the rays it handles. Use\n",
    "  `SurfaceConfig(bsdf=..., scatter_fraction=f)` to hand it only a fraction `f`\n",
    "  of the light and keep the rest specular, which is what a real partially\n",
    "  scattering surface does\n",
    "- Call `bsdf.sample(num_rays, incident_dirs, normals, wavelengths, rng, ray_id, bounce)`\n",
    "  directly to inspect a model's lobe without a scene"
   ]
  }
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