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Lisa Gennai

@lgennai

PhD at EPFL | Biophysics and Machine Learning

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11.01.2025
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Latest posts by Lisa Gennai @lgennai

Here it is!
Thanks to @fcaredda.bsky.social (who did the heavy lifting) , @lgennai.bsky.social and Andrea Pagnani. It has been a really fun collaboration.

journals.plos.org/ploscompbiol...

20.02.2026 17:04 ๐Ÿ‘ 5 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

๐Ÿ˜„

23.02.2026 13:06 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
Preview
Controllable Protein Design via Autoregressive Direct Coupling Analysis Conditioned on Principal Components We present FeatureDCA, a statistical framework for protein sequence modeling and generation that extends Direct Coupling Analysis (DCA) with biologically meaningful conditioning. The method can levera...

Here we are, trying to teach an old, but always fantastic dog (Direct Coupling Analysis) some new tricks! It learns them pretty well.
Together with @fcaredda.bsky.social @lgennai.bsky.social and bluesky-absent Andrea Pagnani.

www.biorxiv.org/content/10.1...

22.08.2025 15:34 ๐Ÿ‘ 13 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Excited to be here!

12.01.2025 20:20 ๐Ÿ‘ 2 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0