{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Grid Distortion" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T11:34:26.034010Z", "iopub.status.busy": "2026-03-24T11:34:26.030981Z", "iopub.status.idle": "2026-03-24T11:34:36.707295Z", "shell.execute_reply": "2026-03-24T11:34:36.705702Z" } }, "outputs": [], "source": [ "from optiland.analysis import GridDistortion\n", "from optiland.samples.objectives import LensWithFieldCorrector" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T11:34:36.714134Z", "iopub.status.busy": "2026-03-24T11:34:36.713032Z", "iopub.status.idle": "2026-03-24T11:34:36.929587Z", "shell.execute_reply": "2026-03-24T11:34:36.928651Z" } }, "outputs": [], "source": [ "lens = LensWithFieldCorrector()" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T11:34:36.933131Z", "iopub.status.busy": "2026-03-24T11:34:36.932889Z", "iopub.status.idle": "2026-03-24T11:34:37.599747Z", "shell.execute_reply": "2026-03-24T11:34:37.598551Z" } }, "outputs": [ { "data": { "text/plain": [ "(
, )" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "lens.draw()" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T11:34:37.603317Z", "iopub.status.busy": "2026-03-24T11:34:37.602933Z", "iopub.status.idle": "2026-03-24T11:34:38.419169Z", "shell.execute_reply": "2026-03-24T11:34:38.418146Z" }, "tags": [ "nbsphinx-thumbnail" ] }, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "grid_distortion = GridDistortion(lens)\n", "grid_distortion.view()" ] } ], "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": 2 }