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

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

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/...

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

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

‪🎉 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

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

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...

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

Happy Higher-Order Holidays everyone!

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...

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).

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...

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...

Join us on Jan 9, 2026 for a Day of Networks, Dynamics, and Neuroscience in Amsterdam. www.beyondtheedge.network/event/day-of...

@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

"Higher-order phase reduction for delay-coupled oscillators beyond the phase-shift approximation" now on the arXiv at arxiv.org/abs/2510.27524.

🥼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...

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

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.

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...

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!

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!

BeyondTheEdge: The Next Generation www.beyondtheedge.network/articles/bey...

📌 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

📢 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

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

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...

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

Fun collaborative project with Istvan Z. Kiss (London) and Peter Simon to understand how higher-order interactions affect the dynamics of contagion processes now out in J Math Bio: doi.org/10.1007/s002...

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

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

🚨🚨 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

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!

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.

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.

@lindadouw.bsky.social keynoting at @netsciconf.bsky.social on multiscale network neuroscience!

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

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

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

Join us July 9-11 at the Amsterdam Center for Dynamics and Computation to celebrate dynamical systems theory and application as well as two 0 mod 10 birthdays! Register now at www.amsterdam-dynamics.nl/zero-mod-ten/

Meet BeyondTheEdge.network at @netsciconf.bsky.social, from plenary lecture to satellites! Overview at www.beyondtheedge.network/articles/bey...

Not long now... @netsciconf.bsky.social

Fantastic session where BeyondTheEdge PhD student Cosimo Agostinelli www.beyondtheedge.network/person/cosim... is presenting!

Hear hear! 👇 @ghentccn.bsky.social @frosas.bsky.social @massimost.bsky.social

Join us next Tue, 27 May (17:00 CET) for Beyond The Edge seminar#5! 🎙️ Dr Thomas Varley (U Vermont) on dark information—the hidden structure networks miss. 📍 Live on Zoom →https://beyondtheedge.network/event/seminar-thomas-f-varley #ComplexSystems #InfoTheory

We’re delighted to announce that BeyondTheEdge members will feature prominently at the French Chapter of the Complex Systems Society conference in Lyon, June 23–25!🔹

For those of you at #SIAMDS25 in Denver, come check out @lhd.bsky.social and my Minitutorial! We'll be covering higher-order networks: when to use them, how to model dynamics with them, and how to implement with open-source software. Don't miss it! Details here: meetings.siam.org/sess/dsp_pro...

We're looking for a new colleague to join us in Maastricht as an Assistant/Associate Professor in statistical learning in our Data Analytics and Digitalisation department. Deadline to apply: June 8th vacancies.maastrichtuniversity.nl/job/Maastric...