ersilia-os / ersilia

The Ersilia Model Hub, a repository of AI/ML models for infectious and neglected disease research.
https://ersilia.io
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🦠 Model Request: SQUID 3D shape generative model #1122

Closed miquelduranfrigola closed 1 month ago

miquelduranfrigola commented 6 months ago

Model Name

SQUID 3D shape generation

Model Description

Equivariant shape-conditioned generation of 3D molecules for ligand-based drug design.SQUID can generate chemically diverse molecules for arbitrary molecular shapes

Slug

squid

Tag

Compound generation

Publication

https://arxiv.org/abs/2210.04893

Source Code

https://github.com/keiradams/SQUID

License

MIT

miquelduranfrigola commented 6 months ago

/approve

github-actions[bot] commented 6 months ago

New Model Repository Created! 🎉

@miquelduranfrigola ersilia model respository has been successfully created and is available at:

🔗 ersilia-os/eos8vud

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miquelduranfrigola commented 6 months ago

I am developing the model in a fork in my personal profile. https://github.com/miquelduranfrigola/eos8vud Model works but, unfortunately, it doesn't produce an output when no seed is found. I have raised an issue in their repository: https://github.com/keiradams/SQUID/issues/11

miquelduranfrigola commented 6 months ago

I will implement a 3D shape search on MOSES (used to train SQUID) to minimize the chance of not finding a seed. Most likely, I will do this with URSCAT of featmol.

GemmaTuron commented 1 month ago

This model has been incorporated