{ "cells": [ { "cell_type": "markdown", "id": "a85eb4e8-a703-477d-864e-40b9090b493f", "metadata": {}, "source": [ "## Strain Mapping of Percipitate in ZrNb\n", "\n", "This notebook goes through the steps to calculate the strain using pyxem. This data was taken from the paper:\n", "\n", "```\n", "Microstructure and microchemistry study of irradiation-induced precipitates in proton irradiated ZrNb alloys\n", "Yu, Zefeng; Zhang, Chenyu; Voyles, Paul M.; He, Lingfeng; Liu, Xiang; Nygren, Kelly; Couet, Adrien\n", "10.18126/2nj3-gyd8 \n", "```\n", "\n", "It shows a percipitate which arises from irradiation in the ZrNb sample. The dataset shows the strain for one of these precipitates. The results in this notebook are slightly different than those published as the paper only uses two diffraction spots to calculate strain. Here we define a `basis` set of diffraction spots from an unstrained region of the sample and then use that basis set of spots to refine the diffraction spots found in the rest of the dataset.\n", "\n", "Then a gradient tensor which maps each set of found points at (x,y) is calculated such that the tensor maps the points onto the basis.\n", "\n", "Transforming that gradient tensor we can plot the percent strain in the E11 E22 and E33 directions as well as a Theta displacement. \n", "\n", "In this sample you can see that there is mostly compressive stress on the percipite as well as shear stress. Hot spots on the edge of the theta map suggest the presence of dislocations as well. " ] }, { "cell_type": "code", "execution_count": 212, "id": "f7059468-546a-453a-9b09-5ed1acb2152c", "metadata": { "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Updating data from 'https://zenodo.org/record/8021874/files/ZrNbPercipitate.zspy' to file '/srv/home/csfrancis/4d_STEM/4D STEM rawdata/data/ZrNbPercipitate.zspy'.\n" ] } ], "source": [ "import pooch\n", "file_path = pooch.retrieve(\n", " url=\"https://zenodo.org/record/8021874/files/ZrNbPercipitate.zspy\",\n", " fname=\"ZrNbPercipitate.zspy\",\n", " path=\"./data/\",\n", " known_hash=\"4586330f8bb932f7f8422a3603969ac0f38d16a4978eed6529038c53f8b06f6e\"\n", ")" ] }, { "cell_type": "code", "execution_count": 213, "id": "d35a58c3-46c1-4ee1-ae57-78480261a3e5", "metadata": { "tags": [] }, "outputs": [], "source": [ "import hyperspy.api as hs\n", "import zarr" ] }, { "cell_type": "code", "execution_count": 214, "id": "a7ec4ad9-2153-4aef-a4ef-84f51664d00f", "metadata": { "tags": [] }, "outputs": [], "source": [ "store = zarr.ZipStore(\"data/ZrNbPercipitate.zspy\")\n", "s = hs.load(store, lazy=True)" ] }, { "cell_type": "code", "execution_count": 215, "id": "58edf7d8-ea19-4e9f-8aa4-c00c7e898706", "metadata": { "tags": [] }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "8cd0e60d9e68425790919cb28f4140bb", "version_major": 2, "version_minor": 0 }, "image/png": "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", "text/html": [ "\n", "