{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# RMS Wavefront Error versus Field" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T11:36:54.896662Z", "iopub.status.busy": "2026-03-24T11:36:54.896103Z", "iopub.status.idle": "2026-03-24T11:37:06.017024Z", "shell.execute_reply": "2026-03-24T11:37:06.016557Z" } }, "outputs": [], "source": [ "from optiland.analysis import RmsWavefrontErrorVsField\n", "from optiland.samples.objectives import LensWithFieldCorrector" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T11:37:06.019267Z", "iopub.status.busy": "2026-03-24T11:37:06.018926Z", "iopub.status.idle": "2026-03-24T11:37:06.151387Z", "shell.execute_reply": "2026-03-24T11:37:06.142813Z" } }, "outputs": [], "source": [ "lens = LensWithFieldCorrector()" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T11:37:06.154059Z", "iopub.status.busy": "2026-03-24T11:37:06.153832Z", "iopub.status.idle": "2026-03-24T11:37:07.136941Z", "shell.execute_reply": "2026-03-24T11:37:07.135641Z" } }, "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": "2026-03-24T11:37:07.140797Z", "iopub.status.busy": "2026-03-24T11:37:07.140334Z", "iopub.status.idle": "2026-03-24T11:37:19.911948Z", "shell.execute_reply": "2026-03-24T11:37:19.911323Z" }, "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": [ "rms_vs_field = RmsWavefrontErrorVsField(lens, num_fields=64)\n", "rms_vs_field.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 }