Modeling and mapping flow with the map equation framework.
The map equation turned 16 a week ago. Since @carlbergstrom.com and I published Maps of random walks on complex networks reveal community structure in PNAS: hierarchical, higher-order, temporal, overlapping variants. Our new ACM tutorial maps the landscape we created. dl.acm.org/doi/10.1145/3779648
"Dumma frågor löser tvärvetenskapliga knutar."
Tidningen Curie spoke to IceLab's @mrosvall.bsky.social about the importance of learning to ask questions in research, daring to be vulnerable in order to unlock interesting research directions across disciplines. www.tidningencurie.se/nyheter/lage...
How we are crossing disciplinary boundaries in IceLab
🌍 One rule may explain how life is organised across ecosystems, from deep oceans to dry savannas.
Rubén Bernardo Madrid IceLab postdoc at @umeauniversitet.bsky.social is first author of a new study in @natecoevo.nature.com identifying this pattern in biodiversity.
www.umu.se/en/news/one-...
Registration is now open for IceLab Camp – a four-day off-site PhD course designed to train participants in asking research questions, laying the foundation for new multidisciplinary collaborations. www.umu.se/en/icelab/ca...
🕒🌲 New study in npj Biological Timing and Sleep led by IceLab multidisciplinary postdoc Bertold Mariën reveals that adjusting trees' internal clocks can help them better cope with climate change. Read more: www.umu.se/en/news/adju... Unspool 🧵for main findings 👇 #PlantScience #ClimateAdaptation
Illustrative example of how network science insights can advance deep graph learning.
We claim that insights from network science can advance deep graph learning in arxiv.org/abs/2502.01177 A fun and enlightening collaboration with Chris Blöcker, Ingo Scholtes, and @jevinwest.bsky.social
Method schematic.
We construct concise networks from path
data. Interpolating between first and second-order models, the networks capture critical memory effects using a minimal number of interpretable state nodes. Great collaboration with @is-this-rohit.bsky.social and @lambiotte.bsky.social arxiv.org/pdf/2501.08302
