From 910d5cf58246cd3c3ee9334d5871dd749d94b841 Mon Sep 17 00:00:00 2001 From: daquinteroflex Date: Fri, 10 Jan 2025 14:20:33 +0100 Subject: [PATCH 1/3] problem on the docs visualiser --- Autograd23FabricationAwareInvdes.ipynb | 7 +- MetalOxideSunscreen.ipynb | 341 +++---------------------- 2 files changed, 44 insertions(+), 304 deletions(-) diff --git a/Autograd23FabricationAwareInvdes.ipynb b/Autograd23FabricationAwareInvdes.ipynb index ace1fb3d..a165eee1 100644 --- a/Autograd23FabricationAwareInvdes.ipynb +++ b/Autograd23FabricationAwareInvdes.ipynb @@ -169,8 +169,9 @@ "\n", "Using the prediction model, we can simulate the expected experimental performance of device designs such as the wavelength division multiplexer (WDM) in the [Adjoint Optimization of a Wavelength Division Multiplexer](https://www.flexcompute.com/tidy3d/examples/notebooks/Autograd9WDM/). The WDM was optimized with a relatively large feature size and an erosion/dilation penalty to enhance robustness against fabrication variations. This optimization allows it to tolerate predicted fabrication variations quite well; however, some performance degradation is still observed. As illustrated in the figure below, the fabrication-predicted transmission spectra get distorted, insertion loss is increased, and further crosstalk is introduced. This performance degradation can be mitigated with FAID.\n", "\n", - "\"Performance\n", - "\"Performance" + "![\"Performance without fabrication prediction\"](img/flux_ID_nopredict.png)\n", + "\n", + "![\"Performance with fabrication prediction\"](img/flux_ID_predict.png)" ] }, { @@ -53738,7 +53739,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.0" + "version": "3.10.14" }, "title": "Adjoint Optimization of a WDM in Tidy3D with PreFab for Fabrication Awareness | Flexcompute" }, diff --git a/MetalOxideSunscreen.ipynb b/MetalOxideSunscreen.ipynb index 10c7442d..a2036809 100644 --- a/MetalOxideSunscreen.ipynb +++ b/MetalOxideSunscreen.ipynb @@ -69,7 +69,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "06a4af5ba3f5493eaba6ca397d395c37", + "model_id": "31238549b4344b9284cfa8fd8a2a1b7a", "version_major": 2, "version_minor": 0 }, @@ -93,25 +93,12 @@ { "data": { "text/html": [ - "
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12:17:24 -03 WARNING: Unable to fit with weighted RMS error under               \n",
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14:19:13 CET WARNING: Unable to fit with weighted RMS error under               \n",
        "             'tolerance_rms' of 1e-05                                           \n",
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", + "image/png": 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\n", " \n", - " " - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "source = td.PlaneWave(\n", " center=(0, 0, source_z),\n", @@ -433,8 +289,15 @@ "Simulations = {\n", " \"proportion 10%\": sim.updated_copy(structures=get_particles(0.1)),\n", " \"proportion 20%\": sim.updated_copy(structures=get_particles(0.2)),\n", - "}\n", - "\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ "# visualizing\n", "Simulations[\"proportion 10%\"].plot_3d()" ] @@ -451,87 +314,7 @@ "cell_type": "code", "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "e566dcab415b45deb3d7bd19833b91ea", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "Output()" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "
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14:19:47 CET Started working on Batch containing 2 tasks.                       \n",
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14:19:51 CET Maximum FlexCredit cost: 14.937 for the whole batch.               \n",
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             Use 'Batch.real_cost()' to get the billed FlexCredit cost after the\n",
-       "             Batch has completed.                                               \n",
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