Parametric shape optimization with differentiable FEM simulation
16 points
2 days ago
| 2 comments
| docs.pasteurlabs.ai
| HN
conorbergin
11 hours ago
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Interesting that you talk about using shape optimization leading to more manufactureable results than a continuum approach. What sort of manufacturing do you envision, welded tube frames, cast parts? The weird organic results you get from the free form simulations are often pretty easy to 3d print with something like SLS, as long as they don't have voids and thin features. The constraints on other manufacturing methods are a lot more complex.
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gsf_emergency_2
10 hours ago
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Hopefully this is less academic than SIMPL by Brown U

https://techxplore.com/news/2025-07-faster-topology-optimiza...

(No code!)

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essexedwards
6 hours ago
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According to the paper (https://arxiv.org/abs/2411.19421) the code for SiMPL is implemented in MFEM and is available here: https://github.com/dohyun-cse/mfem/tree/simpl2.
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gsf_emergency_2
5 hours ago
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Seems like that's a fork of mfem, I don't see simpl-specific code? To be released later?

It's "Matlab style" c++, less uh accessible than jax heh

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