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BeyondTheEdge @beyondtheedge.network · 25/05/2026

Join us for the next BeyondTheEdge seminar! Theo Gibbs from New York University will speak on: Do higher-order interactions promote coexistence in diverse ecological communities? Tuesday 26 May, 16:00 CEST More info: beyondtheedge.network/events

beyondtheedge.network

Events

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BeyondTheEdge @beyondtheedge.network · 20/03/2026

In the latest Beyond the Edge seminar, Tiago P. Peixoto presented recent work entitled “Graphs are maximally expressive for higher-order interactions” (with Leto Peel, Thilo Gross, and Manlio De Domenico). Watch it here: youtu.be/2Czu8Bf9qWw?... #NetworkScience #ComplexSystems

youtu.be

BeyondTheEdge - Graphs are maximally expressive for higher order interactions

YouTube video by BeyondTheEdgeMSCA

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Tiago Peixoto @tiago.skewed.de · 20/02/2026

New on the arxiv: “Graphs are maximally expressive for higher-order interactions” arxiv.org/abs/2602.16937 We clarify central misconceptions in the recent literature on "higher-order networks". w/ @piratepeel.bsky.social , @manlius.bsky.social, and @thilogross.bsky.social Explainer 🧵: 1/N

arxiv.org

Graphs are maximally expressive for higher-order interactions

We demonstrate that graph-based models are fully capable of representing higher-order interactions, and have a long history of being used for precisely this purpose. This stands in contrast to a commo...

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Amsterdam UMC - Amsterdam Neuroscience @amsneuroscience.bsky.social · 19/02/2026

NetSci NL joined researchers from the Systems & Network Neuroscience program of Amsterdam Neuroscience, the Amsterdam Center for Dynamics and Computation, and the BeyondTheEdge Network to explore dynamics, network science, and its translation to neuroscience: www.amsterdamumc.org/en/research/...

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BeyondTheEdge @beyondtheedge.network · 20/01/2026

29 January 2026 — 10:00 CET Online via Zoom Join here: zoom.us/j/8420929114... Meeting ID: 842 0929 1148 Passcode: 921640 Open to all interested in higher-order networks, synchronisation, and complex systems. We look forward to seeing you there.

zoom.us

Join our Cloud HD Video Meeting

Zoom is the leader in modern enterprise cloud communications.

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BeyondTheEdge @beyondtheedge.network · 20/01/2026

Join us on the 29th of January for the 9th BeyondTheEdge Seminar. We are pleased to host Prof. Sarika Jalan (Indian Institute of Technology, Indore), who will present: Rise of computation in the era of analytics: Coupled Kuramoto Oscillators on Hypergraphs

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BeyondTheEdge @beyondtheedge.network · 19/01/2026

Registration is free and open to graduate students, postdoctoral researchers, and researchers from relevant disciplines. Prior experience with Python is helpful but not required.

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BeyondTheEdge @beyondtheedge.network · 19/01/2026

The programme focuses on Multivariate Information Theory (MVIT) and its applications across physics, biology, neuroscience, artificial intelligence, data science, and related fields.

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BeyondTheEdge @beyondtheedge.network · 19/01/2026

MITHIC 2026 is a hands-on workshop dedicated to theoretical and practical methods for analysing high-dimensional data and understanding how complex, emergent behaviour arises from interactions beyond the pairwise level.

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BeyondTheEdge @beyondtheedge.network · 19/01/2026

We are pleased to announce MITHIC 2026 – Multivariate Information Theory and Higher-Order Interactions in Complex Systems, taking place 11–13 May 2026 in Zaragoza, Spain. More details and registration: mithic2026.github.io

mithic2026.github.io

MITHIC 2026

Unveiling Complex Interactions

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Network Science Institute @nunetsi.bsky.social · 15/01/2026

‪🎉 Big news! Giovanni Petri has been selected for the 𝟮𝟬𝟮𝟲 𝗗𝗶𝗴𝗶𝘁𝗮𝗹 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 𝗖𝗼𝗺𝗺𝘂𝗻𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗙𝗲𝗹𝗹𝗼𝘄𝘀𝗵𝗶𝗽 at the Museum of Science. He’ll join 40+ fellows to advance the impact of science through digital storytelling. 👏 tinyurl.com/68skdhdy @lordgrilo.bsky.social, @museumofscience.bsky.social

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BeyondTheEdge @beyondtheedge.network · 12/01/2026

BeyondTheEdge PhD student Fergal Murphy is presenting his work on adaptation in higher-order network dynamics in Berlin: www.beyondtheedge.network/event/worksh...

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Tina Eliassi @eliassi.bsky.social · 11/01/2026

Our new paper on searching the space of hypergraphs to solve constrained combinatorial optimization problem is out. This was joint work with Guilherme Ferraz de Arruda, Wan He, Nasimeh Heydaribeni, Tara Javidi, and Yamir Moreno. communities.springernature.com/posts/buildi...

communities.springernature.com

Building More Resilient Teams: A Mathematical Approach Using Hypergraphs

When organizations need to assign people to projects, they face a fundamental challenge: how can they form teams that continue to function if someone becomes sick, leaves the company, or is otherwise ...

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BeyondTheEdge @beyondtheedge.network · 07/01/2026

Unfortunately, we had to postpone the event due to unforeseen events. We hope to catch up with you in the not-too-distant future!

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BeyondTheEdge @beyondtheedge.network · 18/12/2025

Happy Higher-Order Holidays everyone!

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BeyondTheEdge @beyondtheedge.network · 15/12/2025

How do higher-order network interactions shape the collective dynamics of coupled nodes? The course by Eddie Nijholt gives an introduction to network dynamics and synchronization. All course material is available at www.beyondtheedge.network/event/course...

beyondtheedge.network

Course: Stability of Collective Dynamics in Networks

The BeyondTheEdge course

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Christian Bick @bickmath.bsky.social · 15/12/2025

Let's break some structures imposed by higher-order interactions! We compute how things deform and what remains when continuous symmetries are broken. For now freely available at www.aimsciences.org/article/doi/... (but also at arXiv:2408.02119).

aimsciences.org

Dynamics on invariant tori emerging through forced symmetry breaking in phase oscillator networks

We consider synchrony patterns in coupled phase oscillator networks that correspond to invariant tori. For specific nongeneric coupling, these tori are equilibria relative to a continuous symmetry act...

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BeyondTheEdge @beyondtheedge.network · 15/12/2025

So what? But higher-order is so higher-order super!

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BeyondTheEdge @beyondtheedge.network · 15/12/2025

Breaking higher-order interactions? 😫 But why?

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BeyondTheEdge @beyondtheedge.network · 09/12/2025

How to understand essential properties of the hypergraphs that capture higher-order interactions? The course by @beyondtheedge.network researcher Raffaella Mulas gives an introduction to spectral theory of hypergraphs. All course material is available at www.beyondtheedge.network/event/course...

beyondtheedge.network

Course: Spectral Theory of Graphs and Hypergraphs

The BeyondTheEdge course

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BeyondTheEdge @beyondtheedge.network · 01/12/2025

What is the "higher-order structure" of data? The course by @beyondtheedge.network researcher Fernando Santos gives an introduction to higher-order methods for data analysis. All course material is available at www.beyondtheedge.network/event/course...

beyondtheedge.network

Course: Higher-Order Methods for Data

Course given by BeyondTheEdge researcher Fernando dos Santos (UvA) on Higher-Order Methods for Data

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BeyondTheEdge @beyondtheedge.network · 14/11/2025

In this talk, Prof. Jost will explore the emerging mathematical theory of hypergraphs — from Laplace-type operators and spectra to discrete curvature — offering powerful tools for analysing complex empirical systems.

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BeyondTheEdge @beyondtheedge.network · 14/11/2025

@beyondtheedge.bsky.social Join us today, Fri, 14 Nov (12:00 CET) for the next #BeyondTheEdge Seminar! 🧠 Prof. Jürgen Jost (MPI MiS, MPI–CBS, ScaDS.AI, Santa Fe Institute) 📘 Hypergraphs 📌 Online → tum-conf.zoom-x.de/j/66784884971?… 🔑 Meeting ID: 667 8488 4971 | Passcode: 352753

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Dutch Institute for Emergent Phenomena @emergencediep.bsky.social · 19/09/2025

🥼Global South Fellowship! DIEP is co-hosting one fellowship for a researcher from the Global South to work on subjects related to the Research Priority Area: Emergent Phenomena in Society in Amsterdam! 🚨Deadline to apply: 15/11 midnight Please share! More info: www.uva.nl/en/about-the...

uva.nl

Global South Fellowship Scheme

The Global South Plan of the Faculty of Science (FNWI) at the University of Amsterdam (UvA) offers four fellowships to talented scientists from the Global South to visit our Faculty for a few months a...

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BeyondTheEdge @beyondtheedge.network · 27/10/2025

If you missed it, our September seminar with Prof. Heather Harrington on Topological Data Analysis for Multiscale Biology is now on YouTube. 🎥 Watch via the event page: beyondtheedge.network/event/semina... #TDA #ComplexSystems

beyondtheedge.network

BeyondTheEdge Seminar: Heather Harrington

Heather Harrington (Oxford & MPI-CBG Dresden) speaks in the BeyondTheEdge Seminar

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Aiwin Thomas Vadakkan @aiwintvadakkan.bsky.social · 22/10/2025

Last week, the second @beyondtheedge.network workshop took place in Marseille, France. It was an inspiring few days filled with insightful talks, engaging discussions, and intense brainstorming sessions/lectures on complex networks and higher-order interation.

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BeyondTheEdge @beyondtheedge.network · 21/10/2025

What are actually higher-order networks? The course by @beyondtheedge.network researcher Michael Schaub gives an introduction to the topic that BeyondTheEdge is all about. All course material is available at beyondtheedge.network/event/course...

beyondtheedge.network

Course: Higher-Order Interaction Networks

This course by BeyondTheEdge researcher Michale Schaub (RWTH) provides an introduction to Higher-Order Interaction Networks

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BeyondTheEdge @beyondtheedge.network · 14/10/2025

Eddie Nijholt gave a course on synchronization in network dynamical systems at the BeyondTheEdge school in Marseille. This and other courses will be made available through www.beyondtheedge.network in the coming weeks for anyone interested. Stay tuned!

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Christian Bick @bickmath.bsky.social · 08/10/2025

Lots of higher-order interactions at the joint @beyondtheedge.network and RUNES workshop at AMU in Marseille this week. Thanks to @alainbarrat.bsky.social and @lordgrilo.bsky.social!

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NetSci 2026 @netsciconf.bsky.social · 30/09/2025

📌 Save the Date! The flagship conference of the Network Science Society - 𝗡𝗲𝘁𝗦𝗰𝗶 𝟮𝟬𝟮𝟲 - is coming to Northeastern University’s Network Science Institute, 𝗝𝘂𝗻𝗲 𝟭-𝟱, 𝟮𝟬𝟮𝟲. Prepare to share ideas, discoveries & challenges in network science. Registration opens soon! 🔗 www.netsci2026.com

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𝙲𝚘𝚖𝚙𝚕𝚎𝙽𝚎𝚝 𝟸𝟶𝟸𝟽 @complenet.bsky.social · 15/09/2025

📢 Excited to announce CompleNet 2026! Join us to share your network science research in a highly interdisciplinary conference! 🗓️ 4–8 May 2026 | 📍 Zaragoza, Spain 🇪🇸 🚨 Call for contributions open – submit by Nov 15, 2025! 🌐 Info & registration: complenet.weeblysite.com

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BeyondTheEdge @beyondtheedge.network · 27/09/2025

Join us Tue, 30 Sept (11:00 CET) as the #BeyondTheEdge Seminar series returns after the summer break! 🎙 Prof. Heather Harrington (Oxford & MPI-CBG) 📖 Topological Data Analysis for Multiscale Biology 📍 Online → beyondtheedge.network/event/semina... #TDA #ComplexSystems #Networks

beyondtheedge.network

BeyondTheEdge Seminar; Heather Harrington

Heather Harrington (Oxford & MPI-CBG Dresden) speaks in the BeyondTheEdge Seminar

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Giovanni Petri @lordgrilo.bsky.social · 09/09/2025

Next week (on the 15th and 16th), with @yasserroudi.bsky.social and Federico Turkheimer we will organize a workshop on the "The Topology of Human and Synthetic Minds" Please do join us! (Registration is free but required for access/catering!) lordgrilo.github.io/topology-nat...

lordgrilo.github.io

The Topology of Human and Synthetic Minds - Workshop

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BeyondTheEdge @beyondtheedge.network · 08/09/2025

BeyondTheEdge at the School of Complexity on "Higher-order interactions: mechanisms, behaviors, and networks" by our own @lordgrilo.bsky.social and @gin-bianconi.bsky.social with @aliceschwarze.bsky.social, @danielemarinazzo.bsky.social. Great perspectives! www.beyondtheedge.network/articles/bey...

beyondtheedge.network

BeyondTheEdge goes to Sicily

BeyondTheEdge researchers participated in the School of Complexity on

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BeyondTheEdge @beyondtheedge.network · 05/09/2025

BeyondTheEdge researchers participated in the workshop "Higher Order Opportunities and Challenges" organized by Michael Schaub at RWTH Aachen www.beyondtheedge.network/articles/bey...

beyondtheedge.network

BeyondTheEdget at HOOC

BeyondTheEdge researchers participated in the woekshop

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BeyondTheEdge @beyondtheedge.network · 28/08/2025

📣 New Paper: Decoding how higher-order network interactions shape contagion dynamics at doi.org/10.1007/s002.... www.beyondtheedge.network/resources/de...

beyondtheedge.network

BeyondTheEdge: Higher-Order Interactions in Contagion

BeyondTheEdge publication:

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Christian Bick @bickmath.bsky.social · 12/08/2025

Going #BeyondTheEdge in Aachen! Great fun catching up with @beyondtheedge.network colleagues at the HOOC workshop organized by M Schaub: conf.netsci.rwth-aachen.de

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Nicholas Landry @nwlandry.bsky.social · 17/07/2025

🚨🚨 New preprint just dropped! In collaboration with @colltoaction.bsky.social, Cliff Joslyn, @fralotito.bsky.social, Audun Myers, Joshua Pickard, Brenda Praggastis, and Przemysław Szufel, we define a new data sharing standard for higher-order networks. arxiv.org/abs/2507.11520

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Christian Bick @bickmath.bsky.social · 28/06/2025

Ancient vector fields excavated close to Dynamics Days Europe 2025 in Thessaloniki. It was a fun conference (just too short), see you in Lisbon next year!

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BeyondTheEdge @beyondtheedge.network · 07/06/2025

Thank you @netsciconf.bsky.social! It was great to see old friends and make new ones. Fantastic to be part of the NetSci community and contribute even more as our scientific work ramps up.

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BeyondTheEdge @beyondtheedge.network · 06/06/2025

Can a network be physically be a graph but effectively be a hypergraph? Tiago Pereira is speaking about emergent hypernetworks in the focus session “Network Dynamical Systems” at @netsciconf.bsky.social.

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Nicholas Landry @nwlandry.bsky.social · 03/06/2025

@beyondtheedge.network student Cosimo Agostinelli presenting higher-order dissimilarity measures as a way to compare temporal snapshots, empirical data to synthetic null models, etc.

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Christian Bick @bickmath.bsky.social · 04/06/2025

Come to the Focus Session "Network Dynamical Systems" at @netsciconf.bsky.social Friday afternoon for a free copy of Bear Networks! www.beyondtheedge.network/resources/be... #NetSci2025

beyondtheedge.network

Bear Networks

BeyondTheEdge publication: Bear Networks, mathematics of networks introduced by soccer-loving bears

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Giovanni Petri @lordgrilo.bsky.social · 03/06/2025

Cosimo Agostinelli from @beyondtheedge.network (and former @nplab.bsky.social ;)) early on at toponets @netsciconf.bsky.social talking about how to compare hyper graphs.

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