{ "cells": [ { "cell_type": "markdown", "id": "9d36f386-5ec5-4687-859e-ebb4207f5dbd", "metadata": {}, "source": [ "# Demonstration using grid based functions\n", "\n", "This notebook demonstrates the reconstruction workflow for a single-slice reconstruction using grid-based Gaussian basis functions. \n", "The method is documented in https://arxiv.org/abs/2407.11022 and the experiment is described in https://doi.org/10.1107/S160057672400400X\n", "\n", "### 1. Imports" ] }, { "cell_type": "code", "execution_count": 1, "id": "65049fd7", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "INFO:Setting the number of threads to 4. If your physical cores are fewer than this number, you may want to use numba.set_num_threads(n), and os.environ[\"OPENBLAS_NUM_THREADS\"] = f\"{n}\" to set the number of threads to the number of physical cores n.\n", "INFO:Setting numba log level to WARNING.\n" ] } ], "source": [ "import numpy as np\n", "from tqdm import tqdm\n", "from odftomo.io import load_series, slice_geometry\n", "from odftomo.texture import grids, point_groups, odfs\n", "from odftomo.tomography_models import FromArrayModel\n", "from odftomo.crystallography import cubic\n", "from odftomo.optimization import FISTA\n", "from odftomo.spharm.RBF_mapper import RBF_mapper\n", "\n", "import matplotlib as mpl\n", "import matplotlib.pyplot as plt\n", "import matplotlib.gridspec as gridspec\n", "from odftomo import plot_tools\n", "\n", "import logging\n", "logger = logging.getLogger()\n", "logger.setLevel(logging.ERROR)\n" ] }, { "cell_type": "markdown", "id": "13c85495-82e6-4f3e-88dd-cf7b53d93e70", "metadata": {}, "source": [ "### 2. Loading data\n", "\n", "We use the `mumott` data loader to ensure compatibility. Because `mumott` does for now not have explicit support for files with multiple q-bins, this involves separately loading a file for each q-bin. `odftomo.io.load_series` wraps this behaviour and outputs the arrays we need:\n", "\n", "1. `data_array` is a 5D numpy array containing the azimtuthally regrouped data ordered like: 0 sample rotation, 1 first raster scan index, 2 second raster scan index ( for a single-slice experiment this should have length 1), 3 detector azimuthal angle, 4 bragg peak number.\n", "2. `weigth_array` used to weight the residual for optimization. Mainly used to mask out bad data. Same shape as `data_array`.\n", "3. `coordinates` unit vectors of the q-space direction in sample-fixed coordinates probed by each data point. The shape of the array shoudl match `data_array` but with one-length dimensions for the two raster-scan indexes: Shape is 0 sample rotation, 1 and 2 are 1-length dimensions corresponding the the sample-scannign directions used to make broadcasting easier, the 3 index is the detector azimuth, 4 bragg peak number and 5 is the vector xyz index.\n", "4. `geometry` mumott geometry object used to initialize the `projector` object later which is used to calculate radon transforms. For a description of this object see mumott.org.\n", "\n", "The data used for this demonstration is publically available at: https://zenodo.org/records/10889439\n", "\n", "```\n", "wget https://zenodo.org/records/10889439/files/gamma_111.h5 https://zenodo.org/records/10889439/files/gamma_200.h5 https://zenodo.org/records/10889439/files/gamma_220.h5\n", "```" ] }, { "cell_type": "code", "execution_count": 2, "id": "7f78f76a", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/das/home/carlse_m/mumott_dev_version/mumott/mumott/data_handling/data_container.py:227: DeprecationWarning: Entry name rotations is deprecated. Use inner_angle instead.\n", " _deprecated_key_warning('rotations')\n", "/das/home/carlse_m/mumott_dev_version/mumott/mumott/data_handling/data_container.py:236: DeprecationWarning: Entry name tilts is deprecated. Use outer_angle instead.\n", " _deprecated_key_warning('tilts')\n", "/das/home/carlse_m/mumott_dev_version/mumott/mumott/data_handling/data_container.py:268: DeprecationWarning: Entry name offset_j is deprecated. Use j_offset instead.\n", " _deprecated_key_warning('offset_j')\n", "/das/home/carlse_m/mumott_dev_version/mumott/mumott/data_handling/data_container.py:278: DeprecationWarning: Entry name offset_k is deprecated. Use k_offset instead.\n", " _deprecated_key_warning('offset_k')\n", "/das/home/carlse_m/grids_in_so3/odftt/io/mumott_fileformat_loader.py:26: RuntimeWarning: invalid value encountered in divide\n", " data_arrays.append(np.array(data_container.data / data_container.diode[:, :, :, np.newaxis]))\n" ] } ], "source": [ "hkl_list = [(1, 1, 1),\n", " (2, 0, 0),\n", " (2, 2, 0),]\n", "files = [f'gamma_{h[0]}{h[1]}{h[2]}.h5' for h in hkl_list]\n", "data_array, weigth_array, coordinates, full_geom = load_series(files)" ] }, { "cell_type": "markdown", "id": "73f4f5a4-b4a9-4c1d-8088-3b08606bdcf4", "metadata": {}, "source": [ "For this demonstration to run quickly on slow hardware, we reconstruct only a 2D slice. This block can be omitted if you want to do a 3D reconstruction, but it will be slow!\n", "We achieve a 2D geometry by removing all measurements with tilt-angle not equal to 0 and to select only a single 1D slice of the 2D raster scans. " ] }, { "cell_type": "code", "execution_count": 3, "id": "a7afc7b3-5eb4-4f6f-8b46-ce74bcfda582", "metadata": {}, "outputs": [], "source": [ "# Include only projecitons with zero tilt.\n", "data_array = data_array[:50, ...]\n", "weigth_array = weigth_array[:50, ...]\n", "coordinates = coordinates[:50, ...]\n", "geom = slice_geometry(full_geom, slice(50))\n", "\n", "# Crop out a single 1D slice of the 2D raster scans\n", "data_slice = data_array[:,:,25:26,:,:]\n", "weigth_slice = weigth_array[:,:,25:26,:,:]\n", "\n", "# Make a new mumott geometry object corresponding to the 2D geometry\n", "from mumott.core.geometry import Geometry, GeometryTuple\n", "geom_slice = Geometry()\n", "for gt in geom:\n", " gt_new = GeometryTuple(rotation = gt.rotation, k_offset = 0.0, j_offset = 0)\n", " geom_slice.append(gt_new)\n", "geom_slice.volume_shape = np.array([60, 1, 60])\n", "geom_slice.projection_shape = np.array([54, 1])\n", "geom_slice.p_direction_0 = geom.p_direction_0\n", "geom_slice.j_direction_0 = geom.j_direction_0\n", "geom_slice.k_direction_0 = geom.k_direction_0\n", "geom_slice.detector_direction_origin = geom.detector_direction_origin\n", "geom_slice.detector_direction_positive_90 = geom.detector_direction_positive_90\n", "geom_slice.detector_angles = geom.detector_angles\n", "geom_slice.full_circle_covered = geom.full_circle_covered" ] }, { "cell_type": "markdown", "id": "9cad4d2e-e0bf-441e-84de-f54786abb309", "metadata": {}, "source": [ "If we assume that the dataset is well sampled over all crystallographic directions, we don't have to model the scattering form-factors. We can simply normalize this out of the data.\n", "We always normalize the formfactors (and other |q|-dependent quantities) out of the data to not bias the reconstruciton to the high-intensity reflections." ] }, { "cell_type": "code", "execution_count": 4, "id": "eda0e489-cc8e-4bf3-ac5e-89f5dcaa263b", "metadata": {}, "outputs": [], "source": [ "data_array[np.isnan(data_array) ] = 0\n", "data_array[np.isinf(data_array) ] = 0\n", "solidangle_factor = np.abs(np.cos(geom_slice.detector_angles))[np.newaxis,np.newaxis,np.newaxis,:,np.newaxis] * np.ones(data_array.shape)\n", "intensity_scaling_factors = np.mean(data_array * solidangle_factor, axis = (0,1,2,3)) / np.mean(solidangle_factor, axis = (0,1,2,3))\n", "intensity_scaling_factors = intensity_scaling_factors/intensity_scaling_factors[0]\n", "data_slice = data_slice / intensity_scaling_factors[np.newaxis, np.newaxis, np.newaxis, np.newaxis, :]" ] }, { "cell_type": "markdown", "id": "717d9a39-c190-4fb1-ab09-8dc5069a5ea1", "metadata": {}, "source": [ "## 3. Define reconstruction model\n", "\n", "In this demonstration we use a basis of gaussian radially symmetric functions placed on a grid-of-orientations. The model is deifned by a function an orientation grid, a crystal symmetry point group, and a kernel width parameter. The grid is expected to match the symmetry group.\n", "\n", "`grid_resolution_parameter` determines the number of grid points and `kernel_sigma` determines the width of each basis function. The two have to be chosen to match.\n", "\n", "The `odf` object abstractly represents a model for ODFs and allows the probablity density function, pole-figures and inverse pole-figures of each basis function to be computed but does not keep track of the coefficients." ] }, { "cell_type": "code", "execution_count": 5, "id": "cdf0fe26-78a7-4312-b79e-f947739ce6ad", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Kernel sigma = 5.0°\n", "The grid contains 612 orientations.\n" ] } ], "source": [ "grid_resolution_parameter = 15 # (the heuristic way I do the griding tends to perform better with odd numbers)\n", "grid = grids.hopf_grid(grid_resolution_parameter, point_groups.cubic)\n", "\n", "odf = odfs.GaussianRBF(grid, point_groups.cubic)\n", "print(f'Kernel sigma = {odf.sigma*180/np.pi:.1f}°')\n", "print(f'The grid contains {odf.n_modes} orientations.')" ] }, { "cell_type": "code", "execution_count": 6, "id": "b293ef7c-407e-46b2-ad7e-d4ef2f1ddfc1", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize = (9, 9))\n", "\n", "ax = plt.subplot(2,2,1, projection = '3d')\n", "plot_tools.plot_asym_zone_outline(ax, 'cubic') \n", "plot_tools.plot_asym_zone_outline(ax, 'none') \n", "for s in point_groups.cubic:\n", " plt.plot(*s.as_rotvec(), 'x', markeredgewidth=3, markersize=10)\n", "ax.set_title(r'Point group rotations $s_i\\in S$')\n", "\n", "ax = plt.subplot(2,2,2, projection = '3d')\n", "plot_tools.plot_asym_zone_outline(ax, 'cubic') \n", "plot_tools.plot_asym_zone_outline(ax, 'none') \n", "rotvecs = odf.grid.as_rotvec()\n", "ax.scatter(rotvecs[:,0], rotvecs[:,1], rotvecs[:,2], s = 1)\n", "ax.set_title(r'Grid orientations $g_m$')\n", "\n", "ax = plt.subplot(2,2,3, projection = '3d')\n", "plot_tools.plot_asym_zone_outline(ax, 'cubic') \n", "plot_tools.plot_asym_zone_outline(ax, 'none') \n", "rotvecs = (odf.grid*point_groups.cubic[3]).as_rotvec()\n", "ax.scatter(rotvecs[:,0], rotvecs[:,1], rotvecs[:,2], s = 1, c = 'C3')\n", "ax.set_title(r'Shifted grid orientations $g_ms_3$')\n", "\n", "ax = plt.subplot(2,2,4, projection = '3d')\n", "plot_tools.plot_asym_zone_outline(ax, 'cubic') \n", "plot_tools.plot_asym_zone_outline(ax, 'none') \n", "for s_index, s in enumerate(point_groups.cubic):\n", " rotvecs = (odf.grid*point_groups.cubic[s_index]).as_rotvec()\n", " ax.scatter(rotvecs[:,0], rotvecs[:,1], rotvecs[:,2], s = 1)\n", "ax.set_title(r'Shifted grid orientations $g_ms_i$')\n", "plt.savefig('../img/cubic_orientation_grid.png')\n", "fig.show()\n" ] }, { "cell_type": "markdown", "id": "7febc309-af7d-4d4c-9390-ded6001174db", "metadata": {}, "source": [ "The orientation grid fills one assumetric unit of rotation space (b), such that if the grid is shifted by all the point group symmetries(a), it fills out all of orientation space without overlapping itself(d)." ] }, { "cell_type": "markdown", "id": "29ad81fa-e3ab-4b78-a24b-617f9563b954", "metadata": {}, "source": [ "We plot a pole figure of a single basis mode. Then we compute a set of orientations that approximately fall on a fiber texture and plot this in 3 different ways." ] }, { "cell_type": "code", "execution_count": 7, "id": "d3411f58-bff2-439d-aa4a-be07421e368e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "There are 28 modes on the fiber\n" ] } ], "source": [ "# Find modes close to a fiber\n", "fiber_realspace_orientation = np.array([1, 2, 3])\n", "fiber_latticespace_orientation = np.array([1, 1, 1])\n", "fiber_realspace_orientation = fiber_realspace_orientation / np.linalg.norm(fiber_realspace_orientation)\n", "fiber_latticespace_orientation = fiber_latticespace_orientation / np.linalg.norm(fiber_latticespace_orientation)\n", "modes_on_fiber = np.zeros(odf.n_modes, dtype = bool)\n", "for gs in odf.point_group:\n", " h = (odf.grid*gs).apply(fiber_latticespace_orientation) \n", " modes_on_fiber += np.arccos(h @ fiber_realspace_orientation) < 0.15\n", "print(f'There are {np.sum(modes_on_fiber)} modes on the fiber')\n", "fibre_coefficients = np.zeros(odf.n_modes)\n", "fibre_coefficients[modes_on_fiber] = 1" ] }, { "cell_type": "code", "execution_count": 8, "id": "266c713f-8193-4cbb-9ffb-872347b3aa12", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize = (9, 7))\n", "\n", "# Pole figure of single basisfunction\n", "ax = plt.subplot(2,2,1, polar=True)\n", "voxel_coefficients = np.zeros(odf.n_modes)\n", "voxel_coefficients[7] = 1\n", "polefigure, theta_grid, phi_grid = odf.make_polefigure_map(voxel_coefficients, np.array([1,0,0]))\n", "img = ax.pcolormesh(phi_grid, np.tan(theta_grid/2), polefigure, rasterized=True)\n", "plt.colorbar(img)\n", "plt.title('Single basisfunction PF')\n", "ax.set_yticks(np.tan(np.array([0, np.pi/4, np.pi/2])/2), labels = ['0°', '45°', '90°'], color = 'w')\n", "\n", "# Pole figure of fibre\n", "ax = plt.subplot(2,2,2, polar=True)\n", "polefigure, theta_grid, phi_grid = odf.make_polefigure_map(fibre_coefficients, np.array([1,0,0]))\n", "img = ax.pcolormesh(phi_grid, np.tan(theta_grid/2), polefigure, rasterized=True)\n", "plt.colorbar(img)\n", "plt.title('Fibre texture (100) PF')\n", "ax.set_yticks(np.tan(np.array([0, np.pi/4, np.pi/2])/2), labels = ['0°', '45°', '90°'], color = 'w')\n", "\n", "# Inverse pole figure of fibre\n", "ax = plt.subplot(2,2,3, polar=True)\n", "inverse_polefigure, theta_grid, phi_grid = odf.make_inverse_polefigure_map(\n", " fibre_coefficients, fiber_realspace_orientation, resolution_in_degrees=1.0)\n", "\n", "# Crop inverse pole figure to asymmetric zone\n", "inverse_polefigure[phi_grid>45*np.pi/180] = np.nan # Line from [001] to [111]\n", "inverse_polefigure[phi_grid<0] = np.nan # Line from [001] to [101]\n", "grid_x = np.cos(phi_grid)*np.sin(theta_grid)\n", "grid_z = np.cos(theta_grid)\n", "inverse_polefigure[grid_x > grid_z] = np.nan\n", "\n", "img = ax.pcolormesh(phi_grid, np.tan(theta_grid/2), inverse_polefigure, rasterized=True)\n", "ax.set_yticks([np.tan(ii*np.pi/8) for ii in range(1,2)])\n", "ax.set_yticklabels(['45°'])\n", "ax.yaxis.label.set_color('w')\n", "plt.xlim(0, 46*np.pi/180)\n", "plt.ylim(0, np.tan(59*np.pi/180/2))\n", "plt.axis('off')\n", "plt.colorbar(img)\n", "plt.title('Fibre texture IPF')\n", "plot_tools.polefigure.plot_cubic_asym_outline(ax, color = 'k')\n", "\n", "# FIbre texture plotted in rotvector representation\n", "ax = fig.add_subplot(2, 2, 4, projection='3d')\n", "\n", "for modenumber in np.arange(odf.n_modes)[modes_on_fiber]:\n", " rotvec = odf.grid[modenumber].as_rotvec()\n", " ax.plot(*rotvec, '.k')\n", "\n", "plot_tools.set_rotvec_ax(ax, np.pi/4)\n", "plot_tools.plot_asym_zone_outline(ax, 'cubic') \n", "plt.savefig('../img/RBF_overview.png')\n", "plt.show()\n" ] }, { "cell_type": "markdown", "id": "4af3ca1d-8c55-48f7-87bb-1dec43819c4d", "metadata": {}, "source": [ "If the fibre texture looks choppy, you have picked `kernel_sigma` too small!" ] }, { "cell_type": "markdown", "id": "6eb951c0-ad19-47a9-bd6e-58ce0f918009", "metadata": {}, "source": [ "Define the lattice matrix used to convert Miller indicies into $\\mathbf{h}$-vectors and initialize the forward model of the reconstruction problem. In the cubic system, this is not strictly necessary, but we do it anyways to build good habits." ] }, { "cell_type": "code", "execution_count": 9, "id": "a864590e-d831-49cc-9811-0a4a7412ce52", "metadata": {}, "outputs": [], "source": [ "A, B = cubic()\n", "h_vectors = [B @ hkl for hkl in hkl_list]" ] }, { "cell_type": "markdown", "id": "0bd58604-ebec-41c0-baf7-783dc5f3dabe", "metadata": {}, "source": [ "Now we need to define the full forward model which is a composition of a pole-figure transform and a Radon transform:\n", "\n", "The pole figure transform is performed by a list of pre-computed arrays containging the scattering intensities of the individual texture basis function modes." ] }, { "cell_type": "code", "execution_count": 10, "id": "b2be2c0c-921a-40ee-95c6-5ddffa0cd0a1", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting parallel computation of polefiugres.\n", "\n" ] } ], "source": [ "basis_function_arrays = odf.compute_polefigure_matrices_parallel(coordinates, h_vectors, num_processes=4) \n", "model = FromArrayModel(basis_function_arrays, geom_slice)" ] }, { "cell_type": "markdown", "id": "4a6ad8e5-5990-4472-8554-c362fe057ac2", "metadata": {}, "source": [ "To show the meaning of these matrices, we plot how one basisfunction contibutes to the intensity measured at a specific orientation of the sample.\n", "\n", "The `basis_function_arrays` is a list over sample orientations where each element is an unraveled matrix that maps each basis function to the detector channels $(\\eta, hk\\ell)$. It is unraveled like this to make it easy to switch between dense and sparse matrices (or anything else that overloads the `matmul` operator).\n", "\n", "The values can be thought of as point-samples of the basis-function pole-figures, sampled on the points where the Ewald's sphere intersects the shells $|q| = \\frac{4\\pi}{\\lambda}\\sin(2\\theta_{hkl\\ell}/2)$." ] }, { "cell_type": "code", "execution_count": 11, "id": "36ad763b-4ffc-49db-9848-1122d625aca9", "metadata": {}, "outputs": [], "source": [ "# Compute polefures three measured rings\n", "rotation_index = 35\n", "basis_fun_number = 111\n", "voxel_coefficients = np.zeros(odf.n_modes)\n", "voxel_coefficients[basis_fun_number] = 1\n", "polefigures = []\n", "for hkl in hkl_list[:3]:\n", " polefigure, theta_grid, phi_grid = odf.make_polefigure_map(voxel_coefficients, np.array(hkl))\n", " polefigures.append(polefigure)\n", "\n", "# This line only works when making some assumption about the geometry.\n", "twothetas_list = np.arcsin(np.abs(coordinates[0,0,0,0,:,2]))*2\n", "scatt_data = np.zeros(model.basisfunctions[0].shape[1])\n", "\n", "for modenumber in np.arange(odf.n_modes)[basis_fun_number:basis_fun_number+1]:\n", " scatt_data+=model.basisfunctions[rotation_index][modenumber, :]\n", "scatt_data = scatt_data.reshape(model.channels_shape)\n" ] }, { "cell_type": "code", "execution_count": 12, "id": "677be6a3-0736-4f4d-9e98-8b673198b8e2", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize = (7, 9))\n", "\n", "ax = plt.subplot(2,2,1)\n", "plot_tools.plot_simulated_diffraction_pattern(geom_slice, twothetas_list, scatt_data=scatt_data, ax = ax)\n", "\n", "for ii, (twotheta, hkl) in enumerate(zip(twothetas_list, hkl_list)):\n", " plt.text(np.tan(twotheta)*np.sin(ii*0.3-0.1), np.tan(twotheta)*np.cos(ii*0.3-0.1),\n", " f'{hkl[0]}{hkl[1]}{hkl[2]}' , color='w')\n", "\n", "ax.set_title('Simulated diffraction pattern')\n", "ax.set_xlim(-0.7, 0.7); ax.set_ylim(-0.7, 0.7)\n", "ax.set_xticks([]); ax.set_yticks([])\n", "\n", "for hkl_index, hkl in enumerate(hkl_list[:3]):\n", " \n", " ax = plt.subplot(2,2,hkl_index+2, polar=True)\n", " img = ax.pcolormesh(phi_grid, np.tan(theta_grid/2), np.sqrt(polefigures[hkl_index]),\n", " vmin=0, vmax=np.sqrt(np.max(polefigures)), rasterized=True)\n", " plt.title(f'hkl = {hkl[0]}{hkl[1]}{hkl[2]}')\n", " coords_vectors = coordinates[rotation_index, 0, 0, :, hkl_index, :]\n", " whereflip = coords_vectors[:,2] < 0\n", " coords_vectors[whereflip] = -coords_vectors[whereflip]\n", " thetas = np.arccos(coords_vectors[:, 2])\n", " phis = np.arctan2(coords_vectors[:, 1], coords_vectors[:, 0])\n", " for azim_index, (phi, theta) in enumerate(zip(phis, thetas)):\n", " ax.plot(phi, np.tan(theta/2), '.r')\n", " ax.set_yticks(np.tan(np.array([0, np.pi/4, np.pi/2])/2), labels = ['0°', '45°', '90°'], color = 'w')\n", "plt.show()\n" ] }, { "cell_type": "markdown", "id": "e0a529ef-10f8-417c-ada2-c46ea162d26b", "metadata": {}, "source": [ "### 4. Run actual reconstruction\n", "\n", "With the model defined, the reconstruction is a simple least-sqares problem:" ] }, { "cell_type": "code", "execution_count": 13, "id": "a8fb4bed-068a-4821-80cd-8ee932609cd3", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Estimating largest safe step size\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Matrix norm estimate = 2.50E+08: 60%|██████ | 6/10 [00:23<00:15, 3.84s/it]\n", "Loss = 1.08E+11: 100%|██████████| 100/100 [03:47<00:00, 2.28s/it]\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "optimizer = FISTA(model, data_slice, weights = weigth_slice, maxiter = 100)\n", "x, convergence_curve = optimizer.optimize()\n", "\n", "fig = plt.figure(figsize = (4,4))\n", "plt.loglog(convergence_curve)\n", "plt.xlabel('Iteration number.')\n", "plt.ylabel('Cost function value')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "927d0edd-12a4-4f9f-a25b-e15224334a30", "metadata": {}, "source": [ "The quality of the reconstruction can sometimes benefit from L1-regularization. Here we run a sweep of the regularization parameter to find a good value." ] }, { "cell_type": "code", "execution_count": 14, "id": "aa6c95b7-f083-4b55-9926-6ccb502e1af5", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Loss = 1.08E+11: 100%|██████████| 100/100 [00:29<00:00, 3.36it/s]\n", "Loss = 2.44E+11: 100%|██████████| 100/100 [00:29<00:00, 3.42it/s]\n", "Loss = 3.57E+11: 100%|██████████| 100/100 [00:33<00:00, 2.94it/s]\n", "Loss = 5.36E+11: 100%|██████████| 100/100 [00:33<00:00, 3.03it/s]\n", "Loss = 7.22E+11: 100%|██████████| 100/100 [00:28<00:00, 3.51it/s]\n" ] } ], "source": [ "results_list = []\n", "for reg_param in [0.0, 5e6, 1e7, 2e7, 5e7]:\n", " optimizer.regularization_weigth = reg_param\n", " x, convergence_curve = optimizer.optimize()\n", " results_list.append( {'reg_param':reg_param,'x': np.array(x), 'conv_curve':convergence_curve} )\n" ] }, { "cell_type": "code", "execution_count": 15, "id": "099ac1e5-d90d-44bc-9397-98c59b37ace8", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def get_res_norm(result):\n", " residual = model.forward(result['x']) - data_slice\n", " return np.sum(residual**2*weigth_slice) / np.sum(data_slice**2*weigth_slice)\n", "\n", "res_norm = [get_res_norm(res) for res in results_list]\n", "sol_norm = [np.sum(res['x']**2) for res in results_list]\n", "reg_param = [res['reg_param'] for res in results_list]\n", "\n", "fig = plt.figure(figsize = (4,4))\n", "plt.loglog(res_norm, sol_norm, 'k--')\n", "points = []\n", "\n", "for ii in range(len(reg_param)):\n", " point, = plt.loglog(res_norm[ii], sol_norm[ii], 'x', markersize =10, markeredgewidth = 2)\n", " points.append(point)\n", "\n", "plt.xlabel('Residual norm')\n", "plt.ylabel('Solution norm')\n", "plt.gca().legend(points, [fr'$\\lambda = {p:.1e}$' for p in reg_param], )\n", "plt.show()\n" ] }, { "cell_type": "markdown", "id": "7db2aa4a-f636-4ff3-af76-464a34391a43", "metadata": {}, "source": [ "### 5. Basic plots of the reconstruction\n", "\n", "There are other demonstration notebooks documenting the analysis of reconstructions. For this notebook, we just show do a basic plot showing a) the reconstructed density (which will only be non-zero in a few points where the reconstructed plane intersects the wire) and b) the ODF-modes of a specific voxel, c) a pole figure calculated from that same voxel and the corresponding inverse-pole-figure computed in the fibre-direction." ] }, { "cell_type": "code", "execution_count": 16, "id": "8083ea53-80d2-4c0a-94fb-5748f0464be4", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_2149750/1938821913.py:22: UserWarning: Adding colorbar to a different Figure
than
which fig.colorbar is called on.\n", " fig.colorbar(img, cax = cax, label = 'Mean ODF weight')\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "fig = plt.figure(figsize = (9, 7))\n", "example_voxel = (18, 0, 24)\n", "coeffs = results_list[1]['x'] # Select one from the list of regularized reconstructions\n", "ipf_direction = (45*np.pi/180, 160*np.pi/180) # This is the direction in which the inverse pole-figure will be computed\n", "ipf_xyz = [np.cos(ipf_direction[1])*np.sin(ipf_direction[0]),\n", " np.sin(ipf_direction[1])*np.sin(ipf_direction[0]),\n", " np.cos(ipf_direction[0]),]\n", "pcolor_opts = {'vmin':0, 'rasterized':True}\n", "imshow_opts = {'extent':(0,3,0,3)}#{'vmax':0.0005, 'extent':(0,3,0,3)}\n", "plot_threshold = 0.05 # FOr the 3D ODF plot, remove low-weight modes to reduce clutter\n", "\n", "gs = gridspec.GridSpec(3, 5, figure=fig, width_ratios=[1, 0.1, 0.2, 1, 0.1], height_ratios=[1, 0.2, 1,])\n", "############# DENSITY SLICE #####################################\n", "ax = fig.add_subplot(gs[0,0])\n", "plt.imshow(np.sum(coeffs[:,example_voxel[1],:,:], axis = -1), **imshow_opts)\n", "ax.set_xlim(0.5,1.5); ax.set_ylim(1.5,2.5)\n", "plt.plot(example_voxel[2]*0.05+0.02, 3-example_voxel[0]*0.05+0.025, 'rx', markersize=7, markeredgewidth=2)\n", "ax.set_xlabel('z (mm)')\n", "ax.set_ylabel('x (mm)')\n", "plt.title('Crystal density')\n", "cax = fig.add_subplot(gs[0,1])\n", "fig.colorbar(img, cax = cax, label = 'Mean ODF weight')\n", "\n", "############## SINGLE PIXEL POLEFIGURE ########################\n", "ax = fig.add_subplot(gs[2,0], polar=True)\n", "voxel_coeffs = coeffs[example_voxel[0], example_voxel[1], example_voxel[2],:]\n", "polefigure, theta_grid, phi_grid = odf.make_polefigure_map(voxel_coeffs, np.array([1,1,0]))\n", "img = ax.pcolormesh(phi_grid, np.tan(theta_grid/2), polefigure, **pcolor_opts)\n", "ax.set_yticks([np.tan(ii*np.pi/8) for ii in range(1,2)])\n", "ax.set_yticklabels(['45°'])\n", "ax.yaxis.label.set_color('w')\n", "plt.title('Pole figure')\n", "plt.plot(ipf_direction[1], np.tan(ipf_direction[0]/2), 'wx')\n", "cax = fig.add_subplot(gs[2,1])\n", "fig.colorbar(img, cax = cax, label = 'Directional intensity')\n", "\n", "############## SINGLE PIXEL INVERSE POLEFIGURE ########################\n", "ax = fig.add_subplot(gs[2,3], polar=True)\n", "inverse_polefigure, theta_grid, phi_grid = odf.make_inverse_polefigure_map(voxel_coeffs, ipf_xyz)\n", "\n", "# Crop inverse pole figure to asymmetric zone\n", "inverse_polefigure[phi_grid>45*np.pi/180] = np.nan # Line from [001] to [111]\n", "inverse_polefigure[phi_grid<0] = np.nan # Line from [001] to [101]\n", "grid_x = np.cos(phi_grid)*np.sin(theta_grid)\n", "grid_z = np.cos(theta_grid)\n", "inverse_polefigure[grid_x > grid_z] = np.nan\n", "\n", "img = ax.pcolormesh(phi_grid, np.tan(theta_grid/2), inverse_polefigure, **pcolor_opts)\n", "ax.set_yticks([np.tan(ii*np.pi/8) for ii in range(1,2)])\n", "ax.set_yticklabels(['45°'])\n", "ax.yaxis.label.set_color('w')\n", "plt.title('inverse pole figure')\n", "plt.xlim(0, 46*np.pi/180)\n", "plt.ylim(0, np.tan(59*np.pi/180/2))\n", "plt.axis('off')\n", "plot_tools.polefigure.plot_cubic_asym_outline(ax)\n", "cax = fig.add_subplot(gs[2,4])\n", "fig.colorbar(img, cax = cax, label = 'IPF weigth')\n", "\n", "#################### PLOT ODF WEIGHTS IN 3D VIEW ######################\n", "ax = fig.add_subplot(gs[0,3],projection='3d')\n", "max_coeff = np.max(voxel_coeffs)\n", "plot_tools.plot_orientation_coeffs(voxel_coeffs, odf.grid, ax, point_group_string='cubic')\n", "\n", "cax = fig.add_subplot(gs[0,4])\n", "norm = mpl.colors.Normalize(vmin=0, vmax=max_coeff, clip=False)\n", "fig.colorbar(mpl.cm.ScalarMappable(norm=norm, cmap=mpl.colormaps['viridis']) ,cax = cax, label = 'ODF weight')\n", "plt.show()\n" ] }, { "cell_type": "markdown", "id": "0288cc59-e8d1-44f3-b45f-867b1e0d9d2b", "metadata": {}, "source": [ "For closer comparison with the GSH reconstructions, we calculate Euler angle sections of a single voxel." ] }, { "cell_type": "code", "execution_count": 18, "id": "e3da2dc7-cff6-4cd5-9250-a84d5cc7df3d", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Euler-sections of single-pixel texture\n", "Psi = np.linspace(0, np.pi/2, 9, endpoint=False)\n", "Psi_step = np.abs(Psi[1] - Psi[0])\n", "Theta = np.linspace(0, np.pi/2, 51, endpoint=False)\n", "Phi = np.linspace(0, np.pi/2, 51, endpoint=False)\n", "\n", "ODF_map, (Psi_map, Theta_map, Phi_map) = RBF_mapper(voxel_coeffs,\n", " odf,\n", " euler_angles_tuple = (Psi, Theta, Phi))\n", "ODF_map = ODF_map/np.sum(voxel_coeffs)\n", "\n", "plt.figure(figsize = (7, 9))\n", "for ii in range(9):\n", " plt.subplot(3,3,ii+1)\n", " plt.contourf(ODF_map[ii,:,:], extent = (0, 90, 0, 90),\n", " levels=np.linspace(0, 24, 13), cmap='jet')\n", " plt.title(f'Psi = {Psi_map[0, 0, ii]*180/np.pi:.0f}°')\n", " ticks = [0, 45, 90]; labels = ['0°', '45°', '90°']\n", " plt.xticks(ticks, labels=labels)\n", " plt.yticks(ticks, labels=labels)\n", " \n", " Psi_lim = [-Psi_step/2 + Psi[ii], +Psi_step/2 + Psi[ii]]\n", " for s in odf.point_group:\n", " g = odf.grid * s\n", " euler_angles = g.as_euler('zyz')\n", " euler_angles[:, 0] = ((euler_angles[:, 0] + np.pi) % (2*np.pi) ) - np.pi\n", " in_slice_inxd = np.logical_and(euler_angles[:,0] >= Psi_lim[0], euler_angles[:,0] < Psi_lim[1])\n", " plt.scatter(euler_angles[in_slice_inxd, 2]*180/np.pi,\n", " euler_angles[in_slice_inxd, 1]*180/np.pi,\n", " color='r', s=5.0)\n", " plt.xlim(0, 90); plt.ylim(0, 90)\n", "plt.show()\n" ] }, { "cell_type": "code", "execution_count": null, "id": "0b5a3e39-cd02-4e67-b025-b117179a136f", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "mumott_dev in p2085", "language": "python", "name": "mumott_dev" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.18" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": {}, "version_major": 2, "version_minor": 0 } } }, "nbformat": 4, "nbformat_minor": 5 }