BeyondTheEdge
@beyondtheedge.network
MSCA-Doctoral Network on Higher-Order Networks and Dynamics: http://BeyondTheEdge.network
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
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
Events
beyondtheedge.network
May 25, 2026 at 12:37 PM
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
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
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
Watch it here:
youtu.be/2Czu8Bf9qWw?...
#NetworkScience #ComplexSystems
BeyondTheEdge - Graphs are maximally expressive for higher order interactions
YouTube video by BeyondTheEdgeMSCA
youtu.be
March 20, 2026 at 10:00 AM
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
Watch it here:
youtu.be/2Czu8Bf9qWw?...
#NetworkScience #ComplexSystems
Reposted by BeyondTheEdge
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
“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
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...
arxiv.org
February 20, 2026 at 8:04 AM
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
“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
Reposted by BeyondTheEdge
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/...
February 19, 2026 at 10:19 AM
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 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
January 20, 2026 at 4:13 PM
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 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
More details and registration: mithic2026.github.io
MITHIC 2026
Unveiling Complex Interactions
mithic2026.github.io
January 19, 2026 at 11:08 AM
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
More details and registration: mithic2026.github.io
Reposted by BeyondTheEdge
🎉 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
tinyurl.com/68skdhdy
@lordgrilo.bsky.social, @museumofscience.bsky.social
January 15, 2026 at 5:47 PM
🎉 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
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...
January 12, 2026 at 4:00 PM
BeyondTheEdge PhD student Fergal Murphy is presenting his work on adaptation in higher-order network dynamics in Berlin: www.beyondtheedge.network/event/worksh...
Reposted by BeyondTheEdge
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/posts/buildi...
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 ...
communities.springernature.com
January 11, 2026 at 7:00 PM
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/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!
Join us on Jan 9, 2026 for a Day of Networks, Dynamics, and Neuroscience in Amsterdam. www.beyondtheedge.network/event/day-of...
Day of Networks, Dynamics, and Neuroscience in Amsterda
This one day workshop on Jan 9, 2026 at the VU Amsterdam brings together researchers across dynamical systems, network science, and neuroscience.
www.beyondtheedge.network
January 7, 2026 at 4:00 PM
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!
December 18, 2025 at 2:56 PM
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...
Course: Stability of Collective Dynamics in Networks
The BeyondTheEdge course
www.beyondtheedge.network
December 15, 2025 at 10:36 AM
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...
Reposted by BeyondTheEdge
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).
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...
www.aimsciences.org
December 15, 2025 at 8:12 AM
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...
Course: Spectral Theory of Graphs and Hypergraphs
The BeyondTheEdge course
www.beyondtheedge.network
December 9, 2025 at 11:04 AM
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...
Course: Higher-Order Methods for Data
Course given by BeyondTheEdge researcher Fernando dos Santos (UvA) on Higher-Order Methods for Data
www.beyondtheedge.network
December 1, 2025 at 11:54 AM
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...
Day of Networks, Dynamics, and Neuroscience in Amsterda
This one day workshop on Jan 9, 2026 at the VU Amsterdam brings together researchers across dynamical systems, network science, and neuroscience.
www.beyondtheedge.network
November 25, 2025 at 7:53 AM
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
🧠 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
November 14, 2025 at 10:10 AM
@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
🧠 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
Reposted by BeyondTheEdge
"Higher-order phase reduction for delay-coupled oscillators beyond the phase-shift approximation" now on the arXiv at arxiv.org/abs/2510.27524.
Higher-order phase reduction for delay-coupled oscillators beyond the phase-shift approximation
Network interactions between dynamical units are often subject to time delay. We develop a phase reduction method for delay-coupled oscillator networks. The method is based on rewriting the delay-diff...
arxiv.org
November 3, 2025 at 7:31 AM
"Higher-order phase reduction for delay-coupled oscillators beyond the phase-shift approximation" now on the arXiv at arxiv.org/abs/2510.27524.
Reposted by BeyondTheEdge
🥼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...
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...
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...
www.uva.nl
September 19, 2025 at 11:15 AM
🥼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...
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
Watch via the event page: beyondtheedge.network/event/semina...
#TDA #ComplexSystems
BeyondTheEdge Seminar: Heather Harrington
Heather Harrington (Oxford & MPI-CBG Dresden) speaks in the BeyondTheEdge Seminar
beyondtheedge.network
October 27, 2025 at 9:30 AM
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
Watch via the event page: beyondtheedge.network/event/semina...
#TDA #ComplexSystems
Reposted by BeyondTheEdge
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.
October 22, 2025 at 8:49 PM
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...
Course: Higher-Order Interaction Networks
This course by BeyondTheEdge researcher Michale Schaub (RWTH) provides an introduction to Higher-Order Interaction Networks
beyondtheedge.network
October 21, 2025 at 9:37 AM
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!
October 14, 2025 at 11:59 AM
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!
Reposted by BeyondTheEdge
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!
October 8, 2025 at 6:24 AM
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...
BeyondTheEdge: The Next Generation
The consortium welcomes the newest member of the BeyondTheEdge community.
www.beyondtheedge.network
October 8, 2025 at 6:19 AM
BeyondTheEdge: The Next Generation www.beyondtheedge.network/articles/bey...