From 5c6467feac6bd735f0055155212ab4608c66fe7b Mon Sep 17 00:00:00 2001 From: TomaSusi Date: Thu, 22 Oct 2026 16:24:19 +0200 Subject: [PATCH] Add convergent-beam electron diffraction to the Bloch-wave tutorial A new section, before the comparison to multislice, introduces BlochWaves.calculate_cbed_patterns (abTEM#254): a PACBED thickness series of Si [001] at 200 keV, and coherent patterns with the probe on a column and between columns, where the overlapping {220} discs interfere. Only the new cells were executed, against abTEM#254; the other execution counts are renumbered. Co-Authored-By: Claude Opus 5.5 --- docs/user_guide/tutorials/blochwave.ipynb | 216 ++++++++++++++++++++-- 1 file changed, 199 insertions(+), 17 deletions(-) diff --git a/docs/user_guide/tutorials/blochwave.ipynb b/docs/user_guide/tutorials/blochwave.ipynb index 01c99f6a..b9af84d3 100644 --- a/docs/user_guide/tutorials/blochwave.ipynb +++ b/docs/user_guide/tutorials/blochwave.ipynb @@ -1880,6 +1880,188 @@ ");" ] }, + { + "cell_type": "markdown", + "id": "4c454ccb", + "metadata": {}, + "source": [ + "## Convergent-beam electron diffraction\n", + "\n", + "Since version `1.1.0`, Bloch waves also simulate convergent-beam electron diffraction (CBED). A probe is a coherent sum of plane waves, one for each pixel of its reciprocal-space grid inside the aperture. The `calculate_cbed_patterns` method solves the crystal for each of these incident directions, and places the diffracted beams of each one back on the probe's grid: beam $\\mathbf{g}$ of the plane wave with transverse wave vector $\\mathbf{k}$ exits at $\\mathbf{k} + \\mathbf{g}_\\perp$, as in multislice.\n", + "\n", + "The probe's grid sets the detector: the patterns have the probe's `gpts` and a sampling of $1 / \\mathrm{extent}$. The extent should be a whole number of unit cells, so that every reciprocal lattice vector falls on a pixel (*ab*TEM warns when it does not); the cell must then be orthogonal.\n", + "\n", + "Every plane wave is a Bloch-wave calculation of its own, so the cost grows with the number of pixels inside the aperture, that is, with the convergence semiangle and the extent. To keep this example fast, we use a smaller `g_max` and `sg_max` than above, and a window of $5 \\times 5$ unit cells." + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "de6c432d", + "metadata": {}, + "outputs": [], + "source": [ + "structure_factor_cbed = abtem.StructureFactor(\n", + " atoms, g_max=4.0, parametrization=\"lobato\", centering=\"F\", thermal_sigma=0.078\n", + ")\n", + "\n", + "bloch_waves_cbed = abtem.BlochWaves(\n", + " structure_factor=structure_factor_cbed, energy=200e3, sg_max=0.1\n", + ")\n", + "\n", + "probe = abtem.Probe(\n", + " semiangle_cutoff=9.0,\n", + " energy=200e3,\n", + " extent=5 * atoms.cell.lengths()[:2],\n", + " gpts=160,\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "726fcf92", + "metadata": {}, + "source": [ + "Without a scan, the plane waves add incoherently, weighted by the aperture. This is the position-averaged CBED (PACBED) pattern, which is also the CBED pattern at any position when the discs do not overlap. As for `calculate_diffraction_patterns`, the thicknesses may be a single value or a sequence, and the calculation is lazy until computed." + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "31094ba6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(3, 160, 160)" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pacbed = bloch_waves_cbed.calculate_cbed_patterns(\n", + " probe, thicknesses=[100.0, 300.0, 500.0]\n", + ").compute()\n", + "\n", + "pacbed.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "b9da50e3", + "metadata": { + "tags": [ + "full-width" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "pacbed.crop(max_angle=40).show(\n", + " explode=True,\n", + " units=\"mrad\",\n", + " power=0.5,\n", + " cbar=True,\n", + " common_color_scale=True,\n", + " figsize=(12, 4),\n", + ");" + ] + }, + { + "cell_type": "markdown", + "id": "5137e356", + "metadata": {}, + "source": [ + "With a `scan`, the plane waves instead add coherently at each probe position, with the probe's aberrations. At $200 \\ \\mathrm{keV}$ the $\\{220\\}$ discs are $13 \\ \\mathrm{mrad}$ from the direct beam, so discs of $9 \\ \\mathrm{mrad}$ overlap, and where they do they interfere: the pattern depends on where the probe is. Below we compare the PACBED pattern with the patterns of a probe on an atomic column and of one between the columns, at $500 \\ \\mathrm{Ã…}$." + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "36d7a572", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(2, 160, 160)" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a = atoms.cell[0, 0]\n", + "positions = [(0.0, 0.0), (a / 4, 0.0)]\n", + "\n", + "cbed = bloch_waves_cbed.calculate_cbed_patterns(\n", + " probe, thicknesses=500.0, scan=positions\n", + ").compute()\n", + "\n", + "cbed.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "b18c8f6b", + "metadata": { + "tags": [ + "full-width" + ] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "stack = abtem.stack(\n", + " [pacbed[-1], cbed[0], cbed[1]], (\"PACBED\", \"On a column\", \"Between columns\")\n", + ")\n", + "\n", + "stack.crop(max_angle=40).show(\n", + " explode=True,\n", + " units=\"mrad\",\n", + " power=0.5,\n", + " cbar=True,\n", + " common_color_scale=True,\n", + " figsize=(12, 4),\n", + ");" + ] + }, + { + "cell_type": "markdown", + "id": "ff8716ec", + "metadata": {}, + "source": [ + "The probe may have ensemble axes, which appear in the result as they would in multislice. Members of an aberration or aperture series, such as a defocus series, share the Bloch-wave solutions and differ only in how the plane waves are weighted, so a series costs about as much as a single probe. Members of a tilt series, such as the tilts of precession electron diffraction, and of an energy ensemble change the incident directions, and are solved separately. A tilted probe meets the crystal at its tilt, and a crystal rotated with `rotate` also works." + ] + }, { "cell_type": "markdown", "id": "d86d3ab3-dcb1-445e-81ce-1789b907ac0c", @@ -1890,7 +2072,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 35, "id": "8181d278-39cc-491e-b6c3-36bbcdeb5fa1", "metadata": { "ExecuteTime": { @@ -1915,7 +2097,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 36, "id": "c5bd5fae-bc38-407b-b390-b7f080a1ce90", "metadata": { "ExecuteTime": { @@ -1936,7 +2118,7 @@ "(0.04082706766917293, 0.04082706766917293)" ] }, - "execution_count": 31, + "execution_count": 36, "metadata": {}, "output_type": "execute_result" } @@ -1949,7 +2131,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 37, "id": "10673c05-30bc-4803-a78f-67b361d0f2ec", "metadata": { "ExecuteTime": { @@ -1991,7 +2173,7 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 38, "id": "7c0ea666-7aeb-4808-8b83-9071ae057a86", "metadata": { "ExecuteTime": { @@ -2027,7 +2209,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 39, "id": "da98c5eb-c7c8-4d38-b2b8-c89940e74ea1", "metadata": { "ExecuteTime": { @@ -2056,7 +2238,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 40, "id": "df9daa5f-2a22-4f99-a069-3ec9394e26c6", "metadata": { "ExecuteTime": { @@ -2077,7 +2259,7 @@ "1821" ] }, - "execution_count": 35, + "execution_count": 40, "metadata": {}, "output_type": "execute_result" } @@ -2092,7 +2274,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 41, "id": "95cefc08-ae61-4a0e-b76e-de8b86215a6a", "metadata": { "ExecuteTime": { @@ -2124,7 +2306,7 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 42, "id": "67ccfc22-1bc4-49a1-b5fe-d09aae9d246b", "metadata": { "ExecuteTime": { @@ -2145,7 +2327,7 @@ "(201, 133, 133)" ] }, - "execution_count": 37, + "execution_count": 42, "metadata": {}, "output_type": "execute_result" } @@ -2156,7 +2338,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 43, "id": "65193b2f-7906-4461-9272-3dc9fcf47329", "metadata": { "ExecuteTime": { @@ -2177,7 +2359,7 @@ "(201, 133, 133)" ] }, - "execution_count": 38, + "execution_count": 43, "metadata": {}, "output_type": "execute_result" } @@ -2188,7 +2370,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 44, "id": "a09cda40-c375-4f40-9c6c-e8bf732f5978", "metadata": { "ExecuteTime": { @@ -2213,7 +2395,7 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 45, "id": "865edfdf-c69f-46ec-b062-1cadf6cbee54", "metadata": { "ExecuteTime": { @@ -2252,7 +2434,7 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 46, "id": "945c9d56-1122-405a-b566-4c476090eda4", "metadata": { "ExecuteTime": { @@ -2289,7 +2471,7 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 47, "id": "df84d78b-6c9f-4101-b3b8-3d4cdd0f57ac", "metadata": { "ExecuteTime": {