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Ricci Lab

@riccilabimagine

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ML for single cell dynamics in health and disease.

Institut Imagine, Paris
Joined April 2025
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@riccilabimagine
Ricci Lab
2 months
Check here for future ads for positions in our lab, where we'll will focus on dynamical models of omics data, particularly in genetic disease contexts. PhD and postdoc announcements here: ⬇️. PhD: Postdoc:
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@riccilabimagine
Ricci Lab
3 months
Contact info at .
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@riccilabimagine
Ricci Lab
3 months
Now, we're integrating this dynamical systems approach with spatial transcriptomics data ⬇️to make models of genetic disease 🧬. If you're interested in stuff like that and you want to be a postdoc or PhD student in our lab, send us a CV and short research statement! 🙏 (5/5)
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@riccilabimagine
Ricci Lab
3 months
Plus, we can use it on cool videos of developing lizards from @LANEVOL to predict how growing scales will look depending on the lizard's anatomy. (4/5)
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@riccilabimagine
Ricci Lab
3 months
That means on test data, TRENDy's reduced-order model can predict what new patterns will grow in unseen parameter conditions (like the mystery box), revealing the patterning landscape better than competing methods.😎 (3/5)
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@riccilabimagine
Ricci Lab
3 months
Our solution is TRENDy (, a data-driven dynamical systems model which converts complicated, hidden PDEs (left) into simpler, predictable ODEs (middle) while still preserving info about the underlying patterning dynamics (right). (2/5)
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@riccilabimagine
Ricci Lab
3 months
Thread about recent work and new opportunities in our lab! At #ICLR2025, we're presenting work with @mor_nitzan which asks how we can reveal the hidden patterning landscape in the parametric, spatiotemporal PDEs we encounter all over biology. E.g. what's in the mystery box? (1/5)
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