inverse_design

inverse_design copied to clipboard

Fiddle with `setup.py` to make installable with a single command?

1

I'd love to be able to install this repo in a single command similar to `pip install inverse-design`. I have prepared a branch that tries to achieve that. However, I...

jan-david-fischbach

Convergence behavior sub-par

7

Hey @ianwilliamson, @Dj1312, sorry to bother you. We do not seem to be able to match the incredible pace at which the optimizations converge in the paper. Possible problems under...

jan-david-fischbach

Strict Symmetry

18

@flaport suggested in #1 that a symmetry constraint can be put on the design by adding the transformed latent design with its mirror image. As far as I can see...

jan-david-fischbach

MemoryError in 10_inverse_design_local.ipynb

3

Currently I get a MemoryError when trying to run 10_inverse_design_local.ipynb  @Jan-David-Black , any idea why that is? Or does my computer just not have enough RAM?

flaport

Potential features: Tidy3D backend? gdsfactory export?

5

Have you seen the [Adjoint plugin in Tidy3D](https://docs.flexcompute.com/projects/tidy3d/en/v1.9.0rc1/notebooks/AdjointPlugin_3_InverseDesign.html)? Seems quite interesting to me as a alternative to ceviche, that also does 3D... @flaport do you think it might make sense...

jan-david-fischbach

`value_and_grad` on the straight thru estimator

1

I seem to run into the problem, that if I use `jax.value_and_grad` I do not actually go through the forward pass of the generator. I think this is related to...

jan-david-fischbach