{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Ray Aiming\n", "\n", "This tutorial demonstrates new Ray Aiming strategies in Optiland. \n", "By default, Optiland uses **Paraxial** ray aiming, which estimates ray launch coordinates based on the paraxial entrance pupil. \n", "For systems with significant pupil aberration (wide angle, fisheye, etc.), rays may fail to pass through the stop if aimed paraxially.\n", "\n", "We introduce **Iterative** and **Robust** (Pupil Expansion) aiming to solve this." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import optiland.backend as be\n", "from optiland.optic import Optic" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Create a Wide-angle System" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "class WideAngleLens(Optic):\n", "\n", " def __init__(self):\n", " super().__init__()\n", "\n", " self.surfaces.add(index=0, radius=be.inf, thickness=be.inf)\n", " self.surfaces.add(index=1, radius=38.9150, thickness=0.5459, material='N-BK7')\n", " self.surfaces.add(index=2, radius=3.6152, thickness=1.6595)\n", " self.surfaces.add(index=3, radius=be.inf, thickness=0.6927, material='N-BK7')\n", " self.surfaces.add(index=4, radius=5.2515, thickness=1.4576)\n", " self.surfaces.add(index=5, radius=-5.2515, thickness=0.6927, material='N-BK7')\n", " self.surfaces.add(index=6, radius=be.inf, thickness=4.1494)\n", " self.surfaces.add(index=7, radius=5.1075, thickness=0.7, material='SF4')\n", " self.surfaces.add(index=8, radius=-10.8385, thickness=0.0162)\n", " self.surfaces.add(index=9, radius=2.3897, thickness=0.7443, material='SF4')\n", " self.surfaces.add(index=10, radius=2.2789, thickness=0.1136)\n", " self.surfaces.add(index=11, radius=be.inf, thickness=0.1040, is_stop=True)\n", " self.surfaces.add(index=12, radius=-2.3536, thickness=0.7038, material='SF1')\n", " self.surfaces.add(index=13, radius=2.7829, thickness=0.5423, material='N-LAK7')\n", " self.surfaces.add(index=14, radius=-2.8287, thickness=0.2506)\n", " self.surfaces.add(index=15, radius=13.1578, thickness=0.6350, material='N-LAK7')\n", " self.surfaces.add(index=16, radius=-1.4944, thickness=0.2922, material='SF4')\n", " self.surfaces.add(index=17, radius=-4.8082, thickness=0.0668)\n", " self.surfaces.add(index=18, radius=4.3447, thickness=0.5059, material='N-LAK21')\n", " self.surfaces.add(index=19, radius=72.8673, thickness=2.2376)\n", " self.surfaces.add(index=20)\n", "\n", " self.set_aperture(aperture_type='EPD', value=0.5)\n", "\n", " self.fields.set_type(field_type='angle')\n", " self.fields.add(y=0)\n", " self.fields.add(y=40)\n", " self.fields.add(y=56)\n", " self.fields.add(y=80)\n", "\n", " self.wavelengths.add(value=0.55, is_primary=True)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "optic = WideAngleLens()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Robust Ray Aiming\n", "We can easily switch to a robust aiming strategy using `set_ray_aiming`.\n", "\n", "Note that we set the ray aiming method to `'robust'` to handle the wide-angle system. Alternatively, we could use the `'iterative'` method, which is more robust than the `'paraxial'` method, but which may fail for high field of view systems." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Current Aiming Config: {'mode': 'robust', 'max_iter': 10, 'tol': 1e-06, 'cache': True}\n" ] } ], "source": [ "# Enable Robust Ray Aiming\n", "optic.set_ray_aiming(mode=\"robust\", max_iter=10, tol=1e-6, cache=True) # enable caching too for performance\n", "\n", "print(f\"Current Aiming Config: {optic.ray_aiming_config}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3. Verify\n", "Now we visualize the system to confirm all fields are traced properly. The optical system will automatically use the robust strategy." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_ = optic.draw(figsize=(10, 6))" ] } ], "metadata": { "kernelspec": { "display_name": ".venv", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.13.2" } }, "nbformat": 4, "nbformat_minor": 4 }