ml4physics / cyjax

Machine learning Calabi-Yau metrics with JAX

Home Page:https://cyjax.readthedocs.io/en/latest/

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Import to ONNX or torch?

elephantpanda opened this issue · comments

Hi, I would like to export this model to the ONNX format in order to run in Unity (the 3D visualisation software).

Can you give any tips on this?

The second question is about if you have any tips on visualising these metrics? What would be the best way to visualise a 6 dimensional surface in 3D?

I haven't tried to do that myself, and I haven't worked with Unity before so I can't give you concrete tips, unfortunately. You probably need to start with some projection of the manifold itself. Maybe this is a useful starting point: https://legacy.cs.indiana.edu/~hansona/.

Thanks. Also I'm wondering if the model finds some interesting solutions is there some database to upload the results to? i.e would this be a good thing to crowd source?

Might be useful to crowd-source, but I'm not aware of any central database project I could point you to...