{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# MTF versus Field" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T11:44:22.215747Z", "iopub.status.busy": "2026-03-24T11:44:22.215406Z", "iopub.status.idle": "2026-03-24T11:44:25.785838Z", "shell.execute_reply": "2026-03-24T11:44:25.785112Z" } }, "outputs": [], "source": [ "from optiland.analysis import MTFvsField\n", "from optiland.samples.objectives import CookeTriplet" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T11:44:25.787961Z", "iopub.status.busy": "2026-03-24T11:44:25.787672Z", "iopub.status.idle": "2026-03-24T11:44:25.819970Z", "shell.execute_reply": "2026-03-24T11:44:25.819508Z" } }, "outputs": [], "source": [ "lens = CookeTriplet()" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T11:44:25.821847Z", "iopub.status.busy": "2026-03-24T11:44:25.821648Z", "iopub.status.idle": "2026-03-24T11:44:25.934172Z", "shell.execute_reply": "2026-03-24T11:44:25.933594Z" } }, "outputs": [ { "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": "2026-03-24T11:44:25.959909Z", "iopub.status.busy": "2026-03-24T11:44:25.959680Z", "iopub.status.idle": "2026-03-24T11:44:28.823763Z", "shell.execute_reply": "2026-03-24T11:44:28.823186Z" }, "tags": [ "nbsphinx-thumbnail" ] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "rms_vs_field = MTFvsField(lens, frequencies=[10.0, 30.0], num_rays=64, wavelengths=[0.48, 0.55])\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 }