#ComplexNetwork

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 :)

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...

🚨 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.

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www.nature.com/articles/s41...