Functional reducibility of higher-order networks arxiv.org/abs/2404.08547

New preprint 🚀
When should we favour a model with higher-order interactions over classical pairwise ones?

'Functional reducibility of higher-order networks'

Arxiv: arxiv.org/abs/2404.08547
Code: t.ly/pdELP
w/ Luca Gallo Arsham Ghavasieh Federico Battiston Manlio De Domenico

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🚨 Short essay in the latest #ComplexityThoughts : Exploring evolution (in life) through information

First steps towards linking evolution and information.

👉 Read/subscribe for free: open.substack.com/pub/manlius/p/…

🚨 Short essay in the latest #ComplexityThoughts : Exploring evolution (in life) through information

First steps towards linking evolution and information.

👉 Read/subscribe for free: open.substack.com/pub/manlius/p/…

New blog post (not April fools!): “Hidden models and latent compression in community detection”

This an overdue post on a joint work with Alec Kirkley published last year.

skewed.de/tiago/posts/hi…

Curious about the new issue #29 of #ComplexityThoughts ? Ecosystems, epidemics, neuroscience, bio-inspired computing and foundations, as usual.

👉open.substack.com/pub/manlius/p/…

Curious about the new issue #29 of #ComplexityThoughts ? Ecosystems, epidemics, neuroscience, bio-inspired computing and foundations, as usual.

👉open.substack.com/pub/manlius/p/…

A new #CompexityThoughts short essay is out. This time about the (un)known mechanisms of dreaming: open.substack.com/pub/manlius/p/…

Unraveling complexity: building knowledge, one paper at a time!
Not yet subscribed? It's never too late, and it's 100% free.

Are you attending NetSci 2024 and want to present your newest work on statistical network methods?

Submit your talk to SINM: sinm.network

We have excellent speakers: Roger Guimerà, Matthew Eichhorn, and Zachary Lubberts (and more!)

Submission deadline is April 1st.

Network trivia: by watching the video below, can you guess the network model used for the structure and which dynamical process is being simulated on its top?

🚨 #ComplexityThoughts issue #27: #ComplexSystems #NetworkScience
Unraveling complexity: building knowledge, one paper at a time!
Not yet subscribed? It's never too late, and it's 100% free.

open.substack.com/pub/manlius/p/…

JOBS: I have several open shorter-term postdoc positions in my lab that focus on the intersection of networks, artitficial intelligence and biodiversity. Some of these would be particularly suitable for people with Bio backgrounds, others are more Physicsy. DM me if interested.

It seems that we are almost ready for one of the upcoming lab sessions of the course: highlighting the liquid network emerging during swarm behavior.

Edges: only if two nodes interfere (ie, interact) with each other

Node size/color: degree/betweenness

Music: Rob Dougan
Code: R

It seems that we are almost ready for one of the upcoming lab sessions of the course: highlighting the liquid network emerging during swarm behavior.

Edges: only if two nodes interfere (ie, interact) with each other

Node size/color: degree/betweenness

Music: Rob Dougan
Code: R

This #PhilTransA theme issue, guest edited by Manlio De Domenico and Oriol Artime, explores the concept of #emergence - a well-recognised phenomenon which characterises complex systems. ow.ly/TmfY50J6pka

Tomorrow we will start the new semester, teaching our course on the “Physics of Complex Networks” to MSc students in physics.

How exciting can it be every time? Starting from the history of complex systems to land, in the next episodes, to network structure and dynamics.

Applications are now open for the Master's in Physics of Complex Systems and Biophysics at the Universitat de Barcelona!

Learn more and apply today:
ub.edu/portal/web/phy…

#physics #biophysics #complexsystems #UB #Barcelona

Artificial intelligence needs a scientific method-driven reset | Nature Physics nature.com/articles/s4156…

AI needs to develop more solid assumptions, falsifiable hypotheses, and rigorous experimentation.