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Maxime Lucas

@maximelca

Physicist. Complex systems, networks, and data. πŸ„πŸ‹ @UNamur @UCLouvain @FNRS @ProjectCETI

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07.02.2025
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Latest posts by Maxime Lucas @maximelca

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Limited thermal tolerance in tropical insects and its genomic signature - Nature A survey of tropical insect populations and thermal tolerance limits indicates that species from lowland areas have low capacity to survive increased temperatures, and that thermal tolerance is limite...

Looks like a fundamental study and approach ... Limited thermal tolerance in tropical insects and its genomic signature. Insects at high elevations utilize plasticity to cope with rising temperatures, whereas lowland species have limited plastic abilities. www.nature.com/articles/s41... πŸ§ͺ🌐

04.03.2026 20:43 πŸ‘ 42 πŸ” 10 πŸ’¬ 1 πŸ“Œ 0
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Clonal-aggregative multicellularity tuned by salinity in a choanoflagellate - Nature The choanoflagellate Choanoeca flexa forms motile and contractile cell monolayers purely clonally, purely aggregatively or through a combination of both processesΒ depending on environmental conditions.

A study in Nature shows that the single-celled form of a tiny, aquatic organism can turn into a multicellular version by three different routes. The discovery adds insight to the possible origins of multicellular life, suggesting a previously unrecognized degree of flexibility. πŸ§ͺ

05.03.2026 02:11 πŸ‘ 41 πŸ” 13 πŸ’¬ 0 πŸ“Œ 0
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Filamentous growth everywhere! It is really fascinating that no matter if you are the fungus that grows as a "mold" in bread or on decomposing wood, in very unrelated lineages; the trademark is filamentous network growth!

19.02.2026 07:36 πŸ‘ 7 πŸ” 2 πŸ’¬ 1 πŸ“Œ 0

Nat. Rev. Phys.: Collective dynamics on higher-order networks
https://www.nature.com/articles/s42254-025-00916-3

16.02.2026 14:57 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

What's new since the first preprint version?

- analytical solutions for the case of hyperrings
- many more datasets: now 60, available through @xgi.bsky.social
- randomization procedures to test the effect of structural properties

Go check them out!

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12.02.2026 11:29 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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We use a cost function based on information theory and diffusion processes.

In brief, some empirical systems require higher-order structure, but pairwise models are sufficient for some others.

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12.02.2026 11:29 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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When should we favour a model with higher-order interactions over classical pairwise ones?

"Reducibility of higher-order networks from dynamics" is now out in @natcomms.nature.com

Paper: rdcu.be/e3tH4
Code: t.ly/pdELP
w/ @lgajo.bsky.social A. Ghavasieh @fede7j.bsky.social @manlius.bsky.social
🧡1/

12.02.2026 11:29 πŸ‘ 18 πŸ” 2 πŸ’¬ 1 πŸ“Œ 0

The final version of "Reducibility of higher-order networks from dynamics" is finally out in Nature Communications! πŸ‘‡πŸ‘‡πŸ‘‡

12.02.2026 10:46 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Why does life explore so few of the forms it could possibly take? Using fractal descriptors, this #scienceadvances paper shows that Earth’s biosphere clusters around simple shapes, reflecting deep evolutionary constraints. @artemyte.bsky.social @manlius.bsky.social www.science.org/doi/pdf/10.1...

11.01.2026 13:22 πŸ‘ 229 πŸ” 76 πŸ’¬ 5 πŸ“Œ 6
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Group Science: The Open Source Study of Higher-order Networks With XGI | SIAM The CompleX Group Interactions (XGI) software package offers analytical tools, tutorials, and documentation for higher-order network science research.

We wrote a little something! @nwlandry.bsky.social and I talk about how new software to study networks with groups (like @xgi.bsky.social !) can help interdisciplinary collaborations tackle old questions from social ontology and the science of groups.

www.siam.org/publications...

15.10.2025 15:00 πŸ‘ 12 πŸ” 5 πŸ’¬ 0 πŸ“Œ 2

The CENTURI PhD Call 2026 is still ongoing. Applications are open until the end of the month, on January 28th!

Visit centuri-livingsystems.org/recruitment/ to apply.

#PHD #CENTURI

05.01.2026 08:34 πŸ‘ 16 πŸ” 18 πŸ’¬ 1 πŸ“Œ 1

You can already accept all tracked changes of selected text! So just need to select all :)

11.12.2025 18:03 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
How to Apply to the Graduate Program

One week left to apply to the UVA Biology PhD program! If you or someone you know are interested in contagion from a complex systems perspective, please reach out! I'm looking for a grad student! bio.as.virginia.edu/how-apply-gr...

25.11.2025 16:31 πŸ‘ 7 πŸ” 11 πŸ’¬ 1 πŸ“Œ 0
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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!

08.10.2025 06:24 πŸ‘ 11 πŸ” 4 πŸ’¬ 0 πŸ“Œ 0
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Final week to apply for the 2026 SFI Complexity Postdoctoral Fellowships

If you're an early-career scholar and passionate about collaborative, transdisciplinary research beyond traditional departments, this is the postdoc fellowship for you.

Deadline: Oct 1, 2025

Apply: santafe.edu/sfifellowship

22.09.2025 18:59 πŸ‘ 17 πŸ” 20 πŸ’¬ 0 πŸ“Œ 0

C. elegans connectome, protein-protein interaction network in the cell cycle, mycelium? :)

19.09.2025 18:04 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
Postdoc in computational cognitive neuroscience - Federation of European Neuroscience Societies

⚠️JOB ANNOUNCEMENT⚠️
Postdoctoral Position in Computational Cognitive Neuroscience (Marseille) in collaboration with @alainbarrat.bsky.social. Join us to study higher-order brain interactions in causal learning using information theory and network science. More info
www.fens.org/careers/job-...

05.09.2025 09:53 πŸ‘ 15 πŸ” 11 πŸ’¬ 1 πŸ“Œ 0

Come be my colleague! Happy to answer any questions about what it's like living in Charlottesville and being in the department.

05.09.2025 14:30 πŸ‘ 3 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
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🚨🚨 New preprint just dropped! In collaboration with @colltoaction.bsky.social, Cliff Joslyn, @fralotito.bsky.social, Audun Myers, Joshua Pickard, Brenda Praggastis, and PrzemysΕ‚aw Szufel, we define a new data sharing standard for higher-order networks. arxiv.org/abs/2507.11520

17.07.2025 13:35 πŸ‘ 25 πŸ” 13 πŸ’¬ 2 πŸ“Œ 2
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Thrilled to finally share a huge piece of my PhD project!
Our paper β€œThe Topological Architecture of Brain Identity” is now out on bioRxiv: biorxiv.org/content/10.1... 🧡 1/n

30.06.2025 14:45 πŸ‘ 15 πŸ” 7 πŸ’¬ 1 πŸ“Œ 0
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🧠 Want to understand how different higher-order methods compare in brain connectivity analysis?

Check out our new preprint β€” a fantastic collab with past & present NPL members @lordgrilo.bsky.social :
πŸ”— www.biorxiv.org/content/10.1...
A thread🧡

27.06.2025 07:47 πŸ‘ 17 πŸ” 7 πŸ’¬ 1 πŸ“Œ 1
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@nwlandry.bsky.social fighting against vibes-based estimations of the convergence when sampling from the configuration model. Good content.

Bonus: @xgi.bsky.social viz

05.06.2025 10:00 πŸ‘ 6 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
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Our first keynote @marilyngatica.bsky.social opening TopoNets @netsciconf.bsky.social with higher-order interactions for neuroscience

03.06.2025 07:46 πŸ‘ 3 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
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Learning from @maximelca.bsky.social how to be nice to people in science 🀣🀣 @netplace.bsky.social @netsciconf.bsky.social

02.06.2025 11:16 πŸ‘ 8 πŸ” 4 πŸ’¬ 0 πŸ“Œ 0
Flyer of panel on science as a craft at NetSci25

Flyer of panel on science as a craft at NetSci25

If you are at #NetSci25, join us at 1pm for our @netplace.bsky.social panel on the topic of "Science as a craft: Balancing career and skill progression", with panelists @asteixeira.bsky.social, @maximelca.bsky.social and @captainkirk1041.bsky.social

02.06.2025 06:35 πŸ‘ 14 πŸ” 6 πŸ’¬ 1 πŸ“Œ 2

Tomorrow at lunch πŸ‘‡πŸ‘‡πŸ‘‡

01.06.2025 19:34 πŸ‘ 6 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
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πŸŽ‰ Very happy to announce Maxime Lucas @maximelca.bsky.social as our next panelist! Maxime is an FNRS Postdoc at the Namur Institute for Complex Systems & UCLouvain in Belgium. He is interested in dynamical systems, complex systems, networks, and their applications to life sciences.

29.05.2025 13:16 πŸ‘ 16 πŸ” 6 πŸ’¬ 1 πŸ“Œ 0
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Next week at @netsciconf.bsky.social -- it's time for another edition of TopoNets!
πŸ—“οΈ June 3, 2025
πŸ“ FPN Paarse Zaal

A great lineup, including keynote talks by @marilyngatica.bsky.social , Kwang-Il Goh, @captainkirk1041.bsky.social & Maria Pope

Full programme: sites.google.com/view/toponet...

27.05.2025 11:35 πŸ‘ 9 πŸ” 5 πŸ’¬ 0 πŸ“Œ 1

Tomorrow after lunch I'll talk about fungi πŸ‘‡πŸ‘‡πŸ‘‡

01.06.2025 19:32 πŸ‘ 3 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Doctoral fellow

PhD fellowship to work with me and Benedetta Franceschiello on the analysis and modelling of fast sampled fMRI data!

www.ugent.be/en/work/scie...

15.05.2025 11:54 πŸ‘ 11 πŸ” 10 πŸ’¬ 0 πŸ“Œ 0