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Lucas Daniel Valdez

@lucasdvaldez

Network Scientist πŸ•ΈοΈ | PhD @UNMdP πŸ‡¦πŸ‡· | He/Γ©l/ele. https://www.researchgate.net/profile/L_Valdez/research

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13.11.2024
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Latest posts by Lucas Daniel Valdez @lucasdvaldez

New blog post:

"Higher orders need higher standards"

skewed.de/lab/posts/hi...

I discuss our current work disentangling misconceptions around "higher-order" networks: arxiv.org/abs/2602.16937

Explainer thread for the paper here: bsky.app/profile/tiag...

23.02.2026 09:38 πŸ‘ 40 πŸ” 21 πŸ’¬ 1 πŸ“Œ 3

Really looking forward to reading this! I worked on bootstrap percolation on simple networks, and I always found it puzzling that hypergraphs were presented as necessary for modeling group interactions.

20.02.2026 13:41 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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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...

New on the arxiv:

β€œGraphs 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

20.02.2026 08:03 πŸ‘ 94 πŸ” 36 πŸ’¬ 6 πŸ“Œ 11
Replicating hypergraph disease dynamics with lower-order interactions Disease spreading models such as the ubiquitous SIS compartmental model and its numerous variants are widely used to understand and predict the behavior of a given epidemic or information diffusion pr...

Replicating hypergraph disease dynamics with lower-order interactions link.aps.org/doi/10.1103/...

26.01.2026 08:06 πŸ‘ 5 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

Leyang Xue, Shengling Gao, Bnaya Gross, Orr Levy, Daqing Li, Zengru Di, Lazaros K. Gallos, Shlomo Havlin: The mechanistic origin of branching-driven nucleation in abrupt phase transitions https://arxiv.org/abs/2601.13854 https://arxiv.org/pdf/2601.13854 https://arxiv.org/html/2601.13854

21.01.2026 06:50 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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I was never a big fan, but this Dilbert strip always made me smile. RIP Scott Adams

13.01.2026 23:53 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Triadic percolation on multilayer networks
https://arxiv.org/abs/2510.09341

13.10.2025 15:46 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Predicting human cooperation: sensitizing drift-diffusion model to interaction and external stimuli | Journal of The Royal Society Interface Human cooperation arises naturally and is essential for the development of successful societies. This study aims to identify which aspects of the interaction influence societal cooperation and defection. Specifically, we investigate human cooperation ...

🚨 Finally our paper

"Predicting human cooperation: sensitizing drift-diffusion model to interaction and external stimuli"

is out 🀩 doi.org/10.1098/rsif...

Laura Ferrarotti, Bruno Lepri and @ricgallotti.bsky.social

@mobs-fbk.bsky.social
@chub-fbk.bsky.social

09.10.2025 09:53 πŸ‘ 12 πŸ” 5 πŸ’¬ 1 πŸ“Œ 0

Arsham Ghavasieh, Meritxell Vila-Minana, Akanksha Khurd, John Beggs, Gerardo Ortiz, Santo Fortunato: Toward a Physics of Deep Learning and Brains https://arxiv.org/abs/2509.22649 https://arxiv.org/pdf/2509.22649 https://arxiv.org/html/2509.22649

29.09.2025 06:42 πŸ‘ 3 πŸ” 6 πŸ’¬ 0 πŸ“Œ 0

Chaos: Explosive adoption of corrupt behaviors in social systems with higher-order interactions
https://pubs.aip.org/aip/cha/article/35/9/091103/3361537/Explosive-adoption-of-corrupt-behaviors-in-social

19.09.2025 11:04 πŸ‘ 1 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0

Estimating Hourly Neighborhood Population Using Mobile Phone Data in the United States
https://arxiv.org/abs/2504.01170

09.09.2025 15:34 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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* Decoupling geographical constraints from human mobility *

🌍🚢 How much of our movement is about human choice and how much is constrained by geography and the spatial layout of locations?

Our paper (out in Nature Human Behavior) gives you a practical way to tell:

www.nature.com/articles/s41...

01.09.2025 09:16 πŸ‘ 18 πŸ” 8 πŸ’¬ 1 πŸ“Œ 2

Phys. Rev. Lett.: Self-Reinforcing Cascades: A Spreading Model for Beliefs or Products of Varying Intensity or Quality
https://journals.aps.org/prl/abstract/10.1103/5mph-sws5

25.08.2025 11:05 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Comparing the effectiveness of ring and block-vaccination strategies on networks Author summary Infectious diseases such as measles and Ebola have shown how quickly outbreaks can spread and how essential vaccination is to protect individuals. In our work, we investigate a spectrum...

πŸ“£πŸš¨ New work out on @plos.org Computational Biology!

Excited and proud to have provided the world with more maps of PugliaπŸ•·οΈ

Thank you all @luzuzek.bsky.social Oriol Artime @ricgallotti.bsky.social @mtizzoni.bsky.social

journals.plos.org/ploscompbiol...
πŸ’Šmain results belowπŸ‘‡

18.08.2025 15:34 πŸ‘ 14 πŸ” 6 πŸ’¬ 1 πŸ“Œ 0
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Posters, also provocative ones, are being set up now at #ic2s2

22.07.2025 08:17 πŸ‘ 27 πŸ” 2 πŸ’¬ 1 πŸ“Œ 0
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What if #herd_immunity isn’t just about how many people are immune, but how they’re 'spatially' connected? Our new PNAS paper explores this concept. We show how the topology and geometry of social networks influence the dynamics of herd immunity, whether it arises from infection or #vaccination. 1/2

10.07.2025 16:11 πŸ‘ 5 πŸ” 2 πŸ’¬ 2 πŸ“Œ 0
https://arxiv.org/abs/2506.17175 arXiv abstract link

How universal is the mean-field universality class for percolation in complex networks?
https://arxiv.org/pdf/2506.17175
Lorenzo Cirigliano.

23.06.2025 04:31 πŸ‘ 2 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
Dynamics of Critical Cascades in Interdependent Networks The failure of interdependent networks, as well as similar avalanche phenomena, is driven by cascading failures. At the critical point, the cascade begins as a critical branching process, where each f...

Dynamics of Critical Cascades in Interdependent Networks link.aps.org/doi/10.1103/...

08.05.2025 06:59 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Symmetric, orderly, wrong This post continues the theme of how quirks of the human psyche limit our advancement of knowledge1β€”quirks that are very much avoidable if you are aware of them, but if you aren’t, they move …

New blog post! πŸ“―β­

About how our love for symmetry can stop us from seeing the truth.

petterhol.me/2025/05/07/s...

07.05.2025 12:04 πŸ‘ 14 πŸ” 5 πŸ’¬ 1 πŸ“Œ 0
Vimeo

The first five #NERCCS2025 keynote talks are now available on Vimeo!
vimeo.com/search?q=%22...

More coming next week.

15.04.2025 15:01 πŸ‘ 3 πŸ” 3 πŸ’¬ 1 πŸ“Œ 0

Strength and weakness of disease-induced herd immunity in networks
https://arxiv.org/abs/2307.04700

25.04.2025 15:45 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

One pathogen does not an epidemic make: A review of interacting contagions, diseases, beliefs, and stories
https://arxiv.org/abs/2504.15053

22.04.2025 15:46 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
Modeling diffusion in networks with communities: A multitype branching process approach The dynamics of diffusion in complex networks are widely studied to understand how entities, such as information, diseases, or behaviors, spread in an interconnected environment. Complex networks ofte...

Modeling diffusion in networks with communities: A multitype branching process approach link.aps.org/doi/10.1103/...

24.03.2025 07:33 πŸ‘ 4 πŸ” 4 πŸ’¬ 0 πŸ“Œ 0

Most neuroscience research is exploratory: they search for *something* rather than testing a hypothesis. It's harking. I used to see that as a problem, but not anymore. The 1st papers generate hypotheses; the real testing comes later. Science only make sense collectively, not individually.

13.03.2025 08:14 πŸ‘ 25 πŸ” 4 πŸ’¬ 1 πŸ“Œ 0
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Untangling the hairball using statistical inference – Tiago P. Peixoto Inverse Complexity Lab

"The seductive futility of network visualization"

skewed.de/lab/posts/ha...

26.02.2025 07:44 πŸ‘ 31 πŸ” 14 πŸ’¬ 0 πŸ“Œ 5
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Resilience of mobility network to dynamic population response across COVID-19 interventions: Evidences from Chile Author summary Population response to public health interventions during the Covid-19 pandemic exhibited strong heterogeneities associated to socio-economic factors, labour structure and demographics ...

🚨Happy to share our latest study on the resilience of the mobility network to first and second wave Covid-19 interventions in Chile. 🦠
Thanks to Pasquale Casaburi for leading this and the team!
πŸ”— journals.plos.org/ploscompbiol...

26.02.2025 10:14 πŸ‘ 19 πŸ” 8 πŸ’¬ 1 πŸ“Œ 0
Colloquium: Albert Diaz Guilera: Synchronization in Complex Networks: Dynamics, Symmetries...
Colloquium: Albert Diaz Guilera: Synchronization in Complex Networks: Dynamics, Symmetries... YouTube video by Instituto de FΓ­sica TeΓ³rica, IFT-UNESP

Here you can find my contributions:

www.youtube.com/watch?v=mJ52...

12.02.2025 09:45 πŸ‘ 1 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0
ICTP – SAIFR Β» School on Synchronization: from collective motion to brain dynamics

Already back from SΓ£o Paulo after 6 vibrant days lecturing in the School & Workshop about "Synchronization: from collective motion to brain dynamics". Thanks to the organizers and ICTP-SAIFR for such an amazing event!!

Below I post the videos of my lectures and the talk in the workshop.

12.02.2025 18:15 πŸ‘ 14 πŸ” 2 πŸ’¬ 1 πŸ“Œ 0

El despropΓ³sito de retirar a Argentina de la OMS (y todo lo que va a seguir si lo dejamos) tiene que ser tomado seriamente. Los decanos de facultades de ciencias de la salud podrΓ­an actuar como voceros de una exigencia transversal de parar esta locura.

05.02.2025 15:49 πŸ‘ 312 πŸ” 103 πŸ’¬ 11 πŸ“Œ 9
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La salud no entiende de fronteras ni ideologΓ­as. Nadie estΓ‘ a salvo si no estamos todos a salvo.

Redoblamos nuestro compromiso con la OMS, que ha sido fundamental para la erradicaciΓ³n de enfermedades, la lucha contra pandemias y el acceso global a la salud.

05.02.2025 16:31 πŸ‘ 329 πŸ” 114 πŸ’¬ 21 πŸ“Œ 5