Leonardo Di Gaetano
@leodigaetanoPhD student in Network and Data Science @dnds_ceu.
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🚀 Our latest paper on how higher-order interactions can shape rare events in complex networks is now published in @PhysRevLett! Big thanks to my amazing co-authors @FrancescoCoghi & @fede7j for making this happen! @dnds_ceu @ceu More details below : journals.aps.org/prl/abstract/1…
🚀 New release alert: Hypergraphx 1.7.4 What's new? 🔄 Updates to the DirectedHypergraph class ⚙️ New measures an tools for systems with directed group interactions, including reciprocity and motifs 📗 New tutorial! 🐛 Possibly fixed some bugs ->💻 pip install hypergraphx -U
Data science papers about polarization, gender inequality, academic careers, social media, etc: too many to count. Data science papers about the most well documented genocide in history: zero.
NEW: ‘A Cartography of Genocide’. Since October 2023, we have collected and analysed data related to Israel’s military campaign in Gaza. Our findings indicate that Israel has systematically targeted all aspects of civilian life. tinyurl.com/bdcrnzka
New paper out! Simple and complex contagions occur together in social phenomena. We aim to identify which contagion mechanism dominates a spreading process propagated by time-varying interactions, w/ assuming prior knowledge about adoption decisions. 1/2 arxiv.org/abs/2410.22115
🎉 Exciting news! Our PhD candidates @AndresElsa3, Timur Naushirvanov, & Helcio Felippe won 3rd place at #NetSci2024 for their video "How Contagion Spreads in Networks"! 🌍🍅 Check it out & learn how social contagion shapes behaviors 👉 bit.ly/4dYg2DI 🎥
"Network mutual information measures for graph similarity" is now out in @CommsPhys nature.com/articles/s4200… Great collaboration with @fede7j and @captainkirk1041 @dnds_ceu @ceu
Your higher-order interactions stabilize sync but you never reach it? "Deeper but smaller: Higher-order interactions increase linear stability but shrink basins" Out in @ScienceAdvances science.org/doi/10.1126/sc… Always fun w/ @YuanzhaoZhang P.S. Skardal @fede7j @lordgrilo 1/
📰New preprint out with dreamteam @kNearNeighbors @dan_marinazzo @lordgrilo @matte_blacks @rbasasasa @auzias and Stefano Panzeri 🚀 Higher-order and distributed synergistic functional interactions encode information gain in goal-directed learning biorxiv.org/content/10.110…
Delighted to have collaborated with @MartonKarsai & @alainbarrat on one of the most fun projects I've worked on, now out in @NatureComms! Interested in the social dynamics of group formation & disaggregation, or looking for a temporal hypergraph model? 👉doi.org/10.1038/s41467…
Our research on "Artificial intelligence algorithms for prostate cancer prediction by breath analysis" has been published in Nuovo Cimento C by the @SIF_it @LoredanaBellan1 @robbellotti1 @PredictBari @insidethebreath Read the paper here 👉 sif.it/riviste/sif/nc…
Topological Synchronization, Brain dynamics and Triadic percolation. Inspiring talk by Ana Paula Millan combinging brain data and dynamics of topological signals at Hypergraphs Theory and Applications. #NewtonHTA2024 @turinginst @NewtonInstitute @haharrington @graphaellamulas
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