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bendfulcher.bsky.social
Latest work on tailoring overlapping community detection algorithms to a given network dataset, and the unique insights it can provide about human brain #complexnetwork architecture. Check the thread and preprint out below :)
anniegbryant.bsky.social Annie G. Bryant @anniegbryant.bsky.social · Mar 21
📣🎉 Excited to share work co-led with @aditijh.bsky.social, developing a data-driven selection technique for overlapping community detection algorithms, applied to the human structural connectome! 📣🎉

www.biorxiv.org/content/10.1...
First figure of our preprint, depicting brain maps of seven identified structural connectivity communities bridged by fifteen overlapping nodes at the spatial interface between communities. Structural communities are depicted as nodes on a circular graph while the overlapping regions between the corresponding communities are highlighted along the edges. The seven communities are: (1) Dorsomedial cortex; (2) Limbic; (3) Visual; (4) Ventral attention and visual stream; (5) Somatomotor; (6) Insula; and (7) Frontal pole.
March 21, 2025 at 4:17 AM
manlius.bsky.social
🚨 Excited for the latest paper from the lab, led by Zhang & Arsham.

Can we coarse-grain a #ComplexNetwork while preserving macroscopic network flows?

Surprisingly, the answer is positive, and we have shown it by means of StatPhys + Machine Learning.

🧵 1/

www.nature.com/articles/s41...
Coarse-graining network flow through statistical physics and machine learning - Nature Communications
Information dynamics are key in complex systems. The authors apply graph neural networks to group components for coarse-graining networks, reducing computational complexity. Their approach preserves i...
www.nature.com
February 13, 2025 at 4:30 PM
risujith.bsky.social
Excited to share our latest publication in @aip-publishing.bsky.social : "A complex network approach to characterize clustering of events in irregular time series."
doi.org/10.1063/5.03...

#IITMadras #PhD #ComplexNetwork #DynamicalSystems #ECGAnalysis #Turbulence #EventClustering #Clouds #Droplets
August 14, 2026 at 2:20 PM
risujith.bsky.social
Excited to share our latest publication in @aip-publishing.bsky.social Publishing : "Early warning signals for primary and secondary bifurcation to oscillatory instabilities."

doi.org/10.1063/5.03...

#IITMadras #PhD #ComplexNetwork #DynamicalSystems #EarlyWarningSignals #ThermoAcoustics #Physics
July 24, 2026 at 7:33 AM
risujith.bsky.social
Excited to share our latest publication in @aip-publishing.bsky.social : “A network-based approach to characterize the dynamics of the coupling field of thermoacoustic oscillators in annular geometry.”

doi.org/10.1063/5.03...

#IITMadras #PhD #ComplexNetwork #ComplexSystems #HarvardUniversity #Sync
July 8, 2026 at 5:35 AM
android.activitypub.awakari.com.ap.brid.gy
How to remove Complexnetwork.co.in pop-up ads Complexnetwork.co.in is a rogue website that exploi...

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April 15, 2025 at 12:00 PM