We are hiring a postdoc in Dublin's DII! Can explicit topology/higher-order structure make LLMs reason better about sci/tech innovation? join us for TOPO-LLM: TDA + higher-order networks + transformers, with access to MareNostrum 5. Apply by 9 Sept: www.jobs.ac.uk/job/DSS062
NPlab
NPlab
@nplab.bsky.social
Research Lab led by @lordgrilo at NUNetSI. Topology, Complex Systems, Neuroscience, AI. Also in X: @NPLab_ Lab site: https://nplresearch.github.io
78 followers35 following18 posts
Latest one out by @projectceti.bsky.social Network Science team and yours truly๐๐๐๐๐๐๐๐๐๐๐๐๐๐๐๐๐
1/10 How does a sperm whale hunt in darkness, hundreds of metres beneath the surface? Our new preprint reveals a two-level strategy: persistent search across whole dives, paired with rapid switching between distinct prey-capture tactics. Link in๐งต
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New PhD position open in the lab. Details here: t.co/HZ1BvpSuAB
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Excited to share that our paper is out in PLOS Computational Biology! ๐ ๐ journals.plos.org/ploscompbiol... Joining forces between two fantastic laboratories @nplab.bsky.social @connectomelab.bsky.social ๐ฅ
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Renormalization in the brain? With @andreasantoro.bsky.social and @jesseba.bsky.social we're organizing a workshop at @cosynemeeting.bsky.social (Lisbon, March 16) on how coarse-graining principles from physics can explain neural computation across scales. nplresearch.github.io/neurorenorm2...
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Renormalization in the brain? With @andreasantoro.bsky.social and @jesseba.bsky.social we're organizing a workshop at @cosynemeeting.bsky.social (Lisbon, March 16) on how coarse-graining principles from physics can explain neural computation across scales. nplresearch.github.io/neurorenorm2...
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My mom, @bettyscarpino.bsky.social, has a piece going on display at the Smithsonianโs Renwick Gallery!!! The @washingtonpost.com mentioned her in their great review of the show. Sheโs many of our biggest social media booster, so letโs show her lots of love โค๏ธ www.washingtonpost.com/dc-md-va/202...
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Cobrain starting in room 18 @css-conference.bsky.social Program here: kgatica.github.io/CCS2025-CoBr... @jesseba.bsky.social @nicopedre.bsky.social @marilyngatica.bsky.social
In the meantime, @poetz.bsky.social will talk at CRAB satellite (sites.google.com/view/crab202...) about recent work by Project CETI (www.projectceti.org) on understanding social dynamics during a sperm whale calf birth.
And honorable mentions, Cosimo Agostinelli from @beyondtheedge.network will talk about higher-order dissimilarities, and @maximelca.bsky.social about higher-order dynamics and basins (paper here: www.science.org/doi/full/10....)
Where Lorenzo Zaffina will speak about topological approaches to emotion in brain data in naturalistic stimuli (work with @andreasantoro.bsky.social), Marta Morandini on directional interactions in aging (with @brovelli.bsky.social),
and Matteo Neri (again!) on charting the higher-order landscape (big lab output, preprint here: www.biorxiv.org/content/10.1...)
and then we double down with @jesseba.bsky.social talking about adaptive networks in a learn-relearning generalization task in rodents vs artificial networks (Biological networks #2, 2/9, with @scarpino.bsky.social).
We start with Matteo Neri (@matte_blacks on X) about Ok-information, an order-specific measure of higher-order information (work with @danielemarinazzo.bsky.social @brovelli.bsky.social, Human Behaviour session, 1/9)
We continue with Giulia Lorenzini speaking about evolution and integration of the hippocampus representation in freely roaming rodents (Biological Networks #1, 2/9, with @nicopedre.bsky.social and Giuseppe Gava)
โThis is about modelling emergence, multiscale causality, collective behaviour.. this is not a side quest, itโs the core challenge of complex systemsโ.
"Some say science is about truth, some say science is about curiosity, but it's really about the glory" - @lordgrilo.bsky.social starting off TopoNets at @netsciconf.bsky.social ๐
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Our first keynote @marilyngatica.bsky.social opening TopoNets @netsciconf.bsky.social with higher-order interactions for neuroscience
Our own @marilyngatica.bsky.social opening Toponets @netsciconf.bsky.social.
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"Some say science is about truth, some say science is about curiosity, but it's really about the glory" - @lordgrilo.bsky.social starting off TopoNets at @netsciconf.bsky.social ๐
New PhD position open ๐๐๐๐๐๐๐๐๐
And here we go! First position on my ERC grant is officially open. Fully funded 3.5 years PhD position at NetSI London working with me and the @nplab.bsky.social on modeling and reconstructing higher-order systems. Application deadline: 16th February 2025. Bring your A game!
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@jesseba.bsky.social from @nunetsi.bsky.social discussing joint work with @scarpino.bsky.social on network reps in a learn-relearning in mice vs artificial neural networks (while herself surviving music interference of a nearby Indian wedding :)). Literally context adaption live #netsci2025x
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Another year, another edition!๐ฅ Join #TopoNets25 at @netsciconf.bsky.social in Maastricht and send us your work on higher-order networks: structure, dynamics, methods, inference, software, topology, #TDA, etc. ๐ Submit by Feb 7th to give a contributed talk: sites.google.com/view/toponet...
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What do the predictability limits of epidemics have to do with limits on our us of AI study biology? Tomorrow at 9am in Indore (1030pm today in Boston), I'm going to try and connect these dots during my #netscix2025 keynote lecture. Tune into the live feed here: www.youtube.com/live/frY8luh...
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Our ability to identify mechanisms in higher-order systems is dependent on the observation scale (which depends on the network and dynamical model). Prof @lordgrilo.bsky.social presenting at #NetSciX2025 on reconstructing higher order mechanisms.
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CS2Italy in Trento is off to a great start with @mtizzoni.bsky.social @alexvespi.bsky.social @estebanmoro.bsky.social and a a packed room of computational social scientists! cs2italy.org Universitร di Trento, @isi.it , CNR ISIC, FBK
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Narayan Sabhahit from @nunetsi.bsky.social introduces a formal definition of network typicality by derandomisation (work with Krioukov lab and @scarpino.bsky.social) #netscix2025
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Eigenvectors capture the principal structures shaping the dynamics of interconnected systems. @plos.org computational biology we now demonstrate how they can be used to improve accuracy in network controllability bit.ly/40osgBK Led by #PhD @MessaoudRemy
Look no further for your summer plans.
Higher-order interactions: mechanisms, behaviors, and networks - Aug 25-31, 2025 We're happy to host a course/workshop at the Ettore Majorana Center for Scientific Culture in the incredibly beautiful Erice, Sicily, with amazing speakers sites.google.com/view/ho2025e... Wait no further and join!
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Higher-order interactions: mechanisms, behaviors, and networks - Aug 25-31, 2025 We're happy to host a course/workshop at the Ettore Majorana Center for Scientific Culture in the incredibly beautiful Erice, Sicily, with amazing speakers sites.google.com/view/ho2025e... Wait no further and join!
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New school incoming in higher order systems!! ๐๐๐๐๐๐ (in Sicily, in summer #machealtrovedevodiโ๐)
Higher-order interactions: mechanisms, behaviors, and networks - Aug 25-31, 2025 We're happy to host a course/workshop at the Ettore Majorana Center for Scientific Culture in the incredibly beautiful Erice, Sicily, with amazing speakers sites.google.com/view/ho2025e... Wait no further and join!
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Replying to @nunetsi.bsky.social
- "Higher-order connectomics of human brain function reveals local topological signatures of task decoding, individual identification, and behavior" www.nature.com/articles/s41... by @lordgrilo.bsky.social et al.
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New publications with NetSI authors November 2024: - "City mobility patterns during the COVID-19 pandemic: analysis of a global natural experiment" www.thelancet.com/journals/lan... by @estebanmoro.bsky.social et al. thread ๐
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Here you find what has kept us busy at the @nunetsi.bsky.social in the last few weeks mailchi.mp/neu/news-fro...
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Replying to @lordgrilo.bsky.social
Let me take this opportunity to thank all of my collaborators throughout the years, my lab @nplab.bsky.social, as well as the mentors that inspired, pushed, and --very useful!-- criticized me along the way! Stay tuned for hiring announcements in the next few months!
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Congratulations to Giovanni Petri @lordgrilo.bsky.social on being awarded the prestigious #ERCCoG for the project "Reconstruction and Unification of Neural and Ecological Systems" #RUNES! This nearly โฌ2M grant will support in the next 5 yrs. his groundbreaking research on higher-order interactions.
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