From df1c64edfe8ac3e2febe34fb9c84bad28ba7dc4a Mon Sep 17 00:00:00 2001 From: Ian Williamson Date: Mon, 16 May 2022 11:20:04 -0700 Subject: [PATCH 1/7] Add waveguide mode converter readme and schematic diagram --- waveguide_mode_converter/README.md | 22 ++++++++++++++++++ .../mode_converter_schematic.png | Bin 0 -> 89535 bytes 2 files changed, 22 insertions(+) create mode 100644 waveguide_mode_converter/README.md create mode 100644 waveguide_mode_converter/mode_converter_schematic.png diff --git a/waveguide_mode_converter/README.md b/waveguide_mode_converter/README.md new file mode 100644 index 0000000..db7e660 --- /dev/null +++ b/waveguide_mode_converter/README.md @@ -0,0 +1,22 @@ +# Waveguide Mode Converter + +This is a waveguide mode converter test problem. The design objective is to maximize the conversion of power from the +fundamental waveguide mode of the input waveguide to the second-order mode of the output waveguide. The geometry is two-dimensional. + +## Schematic + +![Waveguide mode converter schematic](mode_converter_schematic.png) + +## Parameters + +| Parameter | Value | +|--------------------------------------|-----------------| +| Design region width, dx | 1.6 um | +| Design region height, dy | 1.6 um | +| Waveguide width | 400 nm | +| Solid material relative permittivity | 12.25 (silicon) | +| Void material relative permittivity | 2.25 (oxide) | +| Operating wavelength range | 1260 - 1300 nm | + +These parameter values correspond to the mode converter demonstrated in +[Inverse design of photonic devices with strict foundry fabrication constraints](https://arxiv.org/abs/2201.12965). \ No newline at end of file diff --git a/waveguide_mode_converter/mode_converter_schematic.png b/waveguide_mode_converter/mode_converter_schematic.png new file mode 100644 index 0000000000000000000000000000000000000000..b9ac7d18ba4857b3e2c297074dfba284b35ba660 GIT binary patch literal 89535 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zxW7NFW}(lL(>xT4MZPKd$Z{tmVOX!BX?$iH^w_H1UNI8 znNWv`h3}ddL;cQw+SIW3Prmb8nr%=`v0L9@LsW>Iy1izeMnOct-c57ISVyZuyG&?rkIyjZcX+?u KzG5qnnEwG;o-#oI literal 0 HcmV?d00001 From d6393a7e7551af26fb0d4a2c54765554553527de Mon Sep 17 00:00:00 2001 From: Ian Williamson Date: Wed, 8 Jun 2022 13:21:48 -0700 Subject: [PATCH 2/7] Add mode converter design patterns --- ...er_schubert_circle_x33491673_w307_s134.csv | 160 ++++++++++++++++++ ...r_schubert_notched_x33491673_w183_s159.csv | 160 ++++++++++++++++++ 2 files changed, 320 insertions(+) create mode 100644 waveguide_mode_converter/designs/converter_schubert_circle_x33491673_w307_s134.csv create mode 100644 waveguide_mode_converter/designs/converter_schubert_notched_x33491673_w183_s159.csv diff --git a/waveguide_mode_converter/designs/converter_schubert_circle_x33491673_w307_s134.csv b/waveguide_mode_converter/designs/converter_schubert_circle_x33491673_w307_s134.csv new file mode 100644 index 0000000..7954be3 --- /dev/null +++ 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+0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00 From 6021420be36a7b01ff2b6bf70c2b1fc264ec2563 Mon Sep 17 00:00:00 2001 From: Ian Williamson Date: Tue, 14 Jun 2022 04:12:50 +0000 Subject: [PATCH 3/7] Add mode converter test problem run script and update readme --- waveguide_mode_converter/run.py | 56 +++++++++++++++++++++++++++++++++ 1 file changed, 56 insertions(+) create mode 100644 waveguide_mode_converter/run.py diff --git a/waveguide_mode_converter/run.py b/waveguide_mode_converter/run.py new file mode 100644 index 0000000..e1b5e2b --- /dev/null +++ b/waveguide_mode_converter/run.py @@ -0,0 +1,56 @@ +"""Runs the mode converter test problem on a specified list of designs. + +This script runs the mode converter test problem on specified list of +design variables, printing CSV-formatted performance metrics. Worst +case reflection and transmission over the sampled wavelengths are +reported for each design. +""" + +import argparse +import numpy as np +import ceviche_challenges +import ceviche_challenges.units as u + +INPUT_PORT_AXIS = 1 +INPUT_PORT_IDX = 0 +OUTPUT_PORT_IDX = 1 + +parser = argparse.ArgumentParser() +parser.add_argument( + 'file', + type=str, + nargs='+', + help='Paths to CSV files containing the design variable arrays.', +) +args = parser.parse_args() + +design_size = (1600., 1600.) +wavelengths_nm = (1265., 1270., 1275., 1285., 1290., 1295.) + +params = ceviche_challenges.mode_converter.prefabs.mode_converter_sim_params( + wavelengths=u.Array(wavelengths_nm, u.nm), + resolution=10 * u.nm, +) +spec = ceviche_challenges.mode_converter.prefabs.mode_converter_spec_12( + variable_region_size=(design_size[0] * u.nm, design_size[1] * u.nm), + cladding_permittivity=2.25, + slab_permittivity=12.25, + left_wg_width=400 * u.nm, + right_wg_width=400 * u.nm, +) +model = ceviche_challenges.mode_converter.model.ModeConverterModel( + params, + spec, +) + +print('# Worst-case reflection (dB), Worst-case transmission (dB)') +for file in args.file: + design = np.loadtxt(file, delimiter=',') + + s_params, _ = model.simulate(design) + + s_params_dB = 20 * np.log10(np.abs(s_params.squeeze(axis=INPUT_PORT_AXIS))) + reflection_dB_worst = np.max(s_params_dB[:, INPUT_PORT_IDX]) + transmission_dB_worst = np.min(s_params_dB[:, OUTPUT_PORT_IDX]) + + print(f'{reflection_dB_worst:.2f}, {transmission_dB_worst:.2f}') From 9239472a1f93af6e1c8f2cf1a93ac2b104a47858 Mon Sep 17 00:00:00 2001 From: Ian Williamson Date: Tue, 14 Jun 2022 04:17:36 +0000 Subject: [PATCH 4/7] Update readme --- waveguide_mode_converter/README.md | 25 ++++++++++++++++++++++--- 1 file changed, 22 insertions(+), 3 deletions(-) diff --git a/waveguide_mode_converter/README.md b/waveguide_mode_converter/README.md index db7e660..a344410 100644 --- a/waveguide_mode_converter/README.md +++ b/waveguide_mode_converter/README.md @@ -1,7 +1,6 @@ # Waveguide Mode Converter -This is a waveguide mode converter test problem. The design objective is to maximize the conversion of power from the -fundamental waveguide mode of the input waveguide to the second-order mode of the output waveguide. The geometry is two-dimensional. +This is a waveguide mode converter test problem. The design objective is to maximize the conversion of power from the fundamental waveguide mode of the input waveguide to the second-order mode of the output waveguide. The geometry is two-dimensional. ## Schematic @@ -17,6 +16,26 @@ fundamental waveguide mode of the input waveguide to the second-order mode of th | Solid material relative permittivity | 12.25 (silicon) | | Void material relative permittivity | 2.25 (oxide) | | Operating wavelength range | 1260 - 1300 nm | +| Simulation resolution | 10 nm | +| Design pixel size | 10 nm | +| Expected design array shape | 160 x 160 | These parameter values correspond to the mode converter demonstrated in -[Inverse design of photonic devices with strict foundry fabrication constraints](https://arxiv.org/abs/2201.12965). \ No newline at end of file +[Inverse Design of Photonic Devices with Strict Foundry Fabrication Constraints](https://doi.org/10.1021/acsphotonics.2c00313). + +## Usage + +The mode converter test problem can be run on a list of specified designs via +the `run.sh` script. For example, + +``` +python3 ./run.py designs/converter_schubert_circle_x33491673_w307_s134.csv designs/converter_schubert_notched_x33491673_w183_s159.csv +``` + +The script will print out CSV-formatted performance metrics. For example, + +``` +# Worst-case reflection (dB), Worst-case transmission (dB) +-34.11, -0.19 +-30.67, -0.26 +``` From 9adca9a5a9d822814d12f83aaf61fc0de48d1689 Mon Sep 17 00:00:00 2001 From: Ian Williamson Date: Tue, 14 Jun 2022 04:21:29 +0000 Subject: [PATCH 5/7] Update readme --- waveguide_mode_converter/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/waveguide_mode_converter/README.md b/waveguide_mode_converter/README.md index a344410..09423e4 100644 --- a/waveguide_mode_converter/README.md +++ b/waveguide_mode_converter/README.md @@ -1,6 +1,6 @@ # Waveguide Mode Converter -This is a waveguide mode converter test problem. The design objective is to maximize the conversion of power from the fundamental waveguide mode of the input waveguide to the second-order mode of the output waveguide. The geometry is two-dimensional. +This is a waveguide mode converter test problem. The design objective is to maximize the conversion of power from the fundamental waveguide mode of the input waveguide to the second-order mode of the output waveguide. Specifically, the worst-cast (maximum) reflection is minimized and the worst case transmission (minimum) is maximized. The geometry of the device is two-dimensional. ## Schematic From b4fcb69f290f256d663f810d73a8d1d3cfafe1a7 Mon Sep 17 00:00:00 2001 From: Ian Williamson Date: Tue, 14 Jun 2022 04:28:52 +0000 Subject: [PATCH 6/7] Update readme --- waveguide_mode_converter/README.md | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/waveguide_mode_converter/README.md b/waveguide_mode_converter/README.md index 09423e4..0dda0f0 100644 --- a/waveguide_mode_converter/README.md +++ b/waveguide_mode_converter/README.md @@ -23,6 +23,15 @@ This is a waveguide mode converter test problem. The design objective is to maxi These parameter values correspond to the mode converter demonstrated in [Inverse Design of Photonic Devices with Strict Foundry Fabrication Constraints](https://doi.org/10.1021/acsphotonics.2c00313). +## Designs + +Mode converter designs are under the `designs/` subfolder. + +| File | Description | +|----------------------------------------------------|---------------------------------------------------------| +| converter_schubert_circle_x33491673_w307_s134.csv | Circular brush design from Schubert et al. (2022) | +| converter_schubert_notched_x33491673_w183_s159.csv | Notched-square brush design from Schubert et al. (2022) | + ## Usage The mode converter test problem can be run on a list of specified designs via From 66839551f6106cd633c557bbc7d097a7ba721674 Mon Sep 17 00:00:00 2001 From: Ian Williamson Date: Tue, 14 Jun 2022 15:33:20 +0000 Subject: [PATCH 7/7] Update readme --- waveguide_mode_converter/README.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/waveguide_mode_converter/README.md b/waveguide_mode_converter/README.md index 0dda0f0..4d679ed 100644 --- a/waveguide_mode_converter/README.md +++ b/waveguide_mode_converter/README.md @@ -27,10 +27,10 @@ These parameter values correspond to the mode converter demonstrated in Mode converter designs are under the `designs/` subfolder. -| File | Description | -|----------------------------------------------------|---------------------------------------------------------| -| converter_schubert_circle_x33491673_w307_s134.csv | Circular brush design from Schubert et al. (2022) | -| converter_schubert_notched_x33491673_w183_s159.csv | Notched-square brush design from Schubert et al. (2022) | +| File | Description | +|----------------------------------------------------|---------------------------------------------------------------------------------------------------------| +| converter_schubert_circle_x33491673_w307_s134.csv | Circular brush design from [Schubert et al. (2022)](https://doi.org/10.1021/acsphotonics.2c00313) | +| converter_schubert_notched_x33491673_w183_s159.csv | Notched-square brush design from [Schubert et al. (2022)](https://doi.org/10.1021/acsphotonics.2c00313) | ## Usage