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challenges/README.md

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 _Do not edit this file. It is auto-generated by `scripts/summary.py`._
 | Challenge | Prefix | # | Comment |
 |-----------|--------|---|---------|
-| bayer_sorter | `240325_mfschubert` | 5 | solutions were submitted by @mfschubert. |
-| bayer_sorter | `240806_mfschubert` | 8 | solutions were submitted by @mfschubert. |
+| bayer_sorter | `240325_mfschubert` | 5 | solutions were submitted by @mfschubert |
+| bayer_sorter | `240806_mfschubert` | 8 | solutions were submitted by @mfschubert |
 | ceviche_beam_splitter | `220608_mfschubert` | 1 | solutions are from [Inverse Design of Photonic Devices with Strict Foundry Fabrication Constraints](https://pubs.acs.org/doi/10.1021/acsphotonics.2c00313), uploaded by @mfschubert |
 | ceviche_beam_splitter | `250902_riarrieta` | 3 | solutions are from [Hyperparameter-free minimum-lengthscale constraints for topology optimization](https://arxiv.org/abs/2507.16108), shared by @riarrieta |
 | ceviche_lightweight_wdm | `230719_ferber` | 1 | solution is from [SurCo: Learning Linear SURrogates for COmbinatorial Nonlinear Optimization Problems](https://arxiv.org/pdf/2210.12547) by A. Ferber et al., and were uploaded by @mfschubert |
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 | ceviche_mode_converter | `230214_oskooi` | 11 | solutions are the meep designs from the [photonics-opt-testbed](https://github.com/NanoComp/photonics-opt-testbed/tree/main/waveguide_mode_converter), created by @oskooi |
 | ceviche_mode_converter | `240630_rahulkpadhy` | 1 | solutions are from [PhoTOS: Topology Optimization of Photonic Components using a Shape Library](https://arxiv.org/abs/2407.00845) ([github repo](https://github.com/aadityacs/PhoTOS)), shared by @aadityacs and @rahulkpadhy |
 | ceviche_mode_converter | `250902_riarrieta` | 3 | solutions are from [Hyperparameter-free minimum-lengthscale constraints for topology optimization](https://arxiv.org/abs/2507.16108), shared by @riarrieta |
-| ceviche_power_splitter | `240812_mfschubert` | 1 | design was generated by @mfschubert following the [levelset optimization example](https://invrs-io.github.io/gym/notebooks/optimization/levelset.html) from the invrs-gym docs. |
+| ceviche_power_splitter | `240812_mfschubert` | 1 | design was generated by @mfschubert following the [levelset optimization example](https://invrs-io.github.io/gym/notebooks/optimization/levelset.html) from the invrs-gym docs |
 | ceviche_waveguide_bend | `220608_mfschubert` | 1 | solutions are from [Inverse Design of Photonic Devices with Strict Foundry Fabrication Constraints](https://pubs.acs.org/doi/10.1021/acsphotonics.2c00313), uploaded by @mfschubert |
 | ceviche_waveguide_bend | `240630_rahulkpadhy` | 1 | solutions are from [PhoTOS: Topology Optimization of Photonic Components using a Shape Library](https://arxiv.org/abs/2407.00845) ([github repo](https://github.com/aadityacs/PhoTOS)), shared by @aadityacs and @rahulkpadhy |
 | ceviche_wdm | `220608_mfschubert` | 1 | solutions are from [Inverse Design of Photonic Devices with Strict Foundry Fabrication Constraints](https://pubs.acs.org/doi/10.1021/acsphotonics.2c00313), uploaded by @mfschubert |
 | ceviche_wdm | `250902_riarrieta` | 3 | solutions are from [Hyperparameter-free minimum-lengthscale constraints for topology optimization](https://arxiv.org/abs/2507.16108), shared by @riarrieta |
-| diffractive_splitter | `240413_mfschubert` | 24 | solutions were submitted by @mfschubert. |
+| diffractive_splitter | `240413_mfschubert` | 24 | solutions were submitted by @mfschubert |
 | meta_atom_library | `240702_mfschubert` | 1 | solutions were submitted by @mfschubert |
 | meta_atom_library | `240812_mfschubert` | 6 | solutions were generated by @mfschubert by initializing an optimization run with solutions from [Chen et al.](https://www.nature.com/articles/s41467-023-38185-2) and then fine-tuning. |
 | meta_atom_library | `240814_mfschubert` | 1 | solutions were submitted by @mfschubert |
 | meta_atom_library | `241024_mfschubert` | 34 | solutions were submitted by @mfschubert |
 | metagrating | `230803_jiaqui-jiang` | 3 | solutions are the RCWA-generated designs from the [photonics-opt-testbed](https://github.com/NanoComp/photonics-opt-testbed/tree/main/Metagrating3D), created by @jiaqui-jiang and You Zhou |
 | metagrating | `230803_oskooi` | 2 | solutions are the meep-generated designs from the [photonics-opt-testbed](https://github.com/NanoComp/photonics-opt-testbed/tree/main/Metagrating3D), created by @oskooi and @mawc2019 |
 | metagrating | `240710_mfschubert` | 18 | solutions were created by @mfschubert |
-| metagrating | `250827_smartalecH` | 2 | solutions are generated using the Subpixel-Smoothed Projection algorithm described in the paper, "[Unifying and accelerating level-set and density-based topology optimization by subpixel-smoothed projection](https://doi.org/10.1364/OE.563512)" |
+| metagrating | `250827_smartalecH` | 2 | solutions are generated using the Subpixel-Smoothed Projection algorithm described in the paper, [Unifying and accelerating level-set and density-based topology optimization by subpixel-smoothed projection](https://doi.org/10.1364/OE.563512) |
 | metalens | `230307_raelch` | 4 | solutions are the FEM-generated designs from the [photonics-opt-testbed](https://github.com/NanoComp/photonics-opt-testbed/tree/main/RGB_metalens), created by @raelch |
 | metalens | `230803_mochen4` | 4 | solutions are the meep-generated designs from the [photonics-opt-testbed](https://github.com/NanoComp/photonics-opt-testbed/tree/main/RGB_metalens), created by @mochen4 |
 | metalens | `240709_mfschubert` | 13 | solutions were submitted by @mfschubert |