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Fernando Diaz-Diaz

@fernandodiazdiaz.bsky.social

340 followers 260 following 78 posts

Physicist by training, mathematician by work. Assistant Prof. at the University Carlos III (Madrid). Currently exploring the mathematical properties of signed networks. Also interested in statistics, international relations, and mathematical finance.

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Fernando Diaz-Diaz @fernandodiazdiaz.bsky.social · Mar 21

🚀 New paper out! We introduce communicability geometry for signed networks, proposing new tools and frameworks for the analysis of signed datasets. 📊🔍
www.sciencedirect.com/science/arti...
What does that mean? And why should you care? 🧵👇

https://sciencedirect.com/science/articl…

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Reposted by Fernando Diaz-Diaz

Network Science Institute @nunetsi.bsky.social · 2d

The 𝗪𝗶𝗻𝘁𝗲𝗿 𝗪𝗼𝗿𝗸𝘀𝗵𝗼𝗽 𝗼𝗻 𝗖𝗼𝗺𝗽𝗹𝗲𝘅 𝗦𝘆𝘀𝘁𝗲𝗺𝘀 (𝗪𝗪𝗖𝗦𝟮𝟲) has extended its hashtag#deadline for applications to 𝗢𝗰𝘁𝗼𝗯𝗲𝗿 𝟭𝟯𝘁𝗵!
For more information 🔗 wwcs2026.github.io
Apply here: tinyurl.com/yu3a8ydd

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Reposted by Fernando Diaz-Diaz

IFISC @ifisc.uib-csic.es · 14d

🎓 La tesis de Rodrigo Martínez-Peña (Reservoir computing in quantum systems), dirigida por Roberta Zambrini y Miguel C. Soriano (@miguelcsoriano.bsky.social), ha sido premiada en los III Premios #TesisDoctoralRelevante del @csic.es. ¡Enhorabuena!

🔗 ifisc.uib-csic.es/es/news/iii-...

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Reposted by Fernando Diaz-Diaz

DIFENSC - RSEF @difensc-rsef.bsky.social · 14d

Ayer tuvimos el honor de celebrar el acto de entrega de la I edición de los Premios DIFENSC de tesis doctorales. ✨❄️

¡Enhorabuena de nuevo a los ganadores Guillermo Barrios Morales y Jorge Tabanera Bravo! 🏅

Gracias a la fundación Sicómoro por hacerlo posible.

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Reposted by Fernando Diaz-Diaz

Winter Workshop on Complex Systems @wwcs.bsky.social · Sep 5

🎤 We’re thrilled to announce our next #WWCS26 speaker: Carmen Cabrera, Lecturer in Geographic Data Science at the University of Liverpool.
Camren's research focuses on human mobility patterns across spatiotemporal scales and population groups. We look forward to meeting her at Mallorca ❄️🌍

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Fernando Diaz-Diaz @fernandodiazdiaz.bsky.social · Aug 23

This week I travelled to the island of Ons in Galicia. An amazing natural reserve in the middle of the Atlantic. ⛵🗺️

Fernando Diaz-Diaz @fernandodiazdiaz.bsky.social · Jul 11

That said, my main reference when thinking about communities is precisely your work on descriptive vs inferential approaches that you mention, so I will probably agree with you on most aspects :)

Fernando Diaz-Diaz @fernandodiazdiaz.bsky.social · Jul 11

But at the same time, I think it's nice to keep in mind that there are situations where looking at disconnected components as a extreme case of communities can make sense, especially if the objective of the study is not to analyze data.

Fernando Diaz-Diaz @fernandodiazdiaz.bsky.social · Jul 11

I completely agree, mixing two conceptualizations of community can lead to problems, because minimizing cut-sets and maximizing likelihoods are based on very different assumptions.

Fernando Diaz-Diaz @fernandodiazdiaz.bsky.social · Jul 11

To be clear, I agree that interpreting community detection as a maximum-likelihood problem is a more powerful approach to understand complex datasets. My point is that, from a mathematical (not statistical) point of view, the other vision can be insightful too.

Fernando Diaz-Diaz @fernandodiazdiaz.bsky.social · Jul 11

In fact, I would say the pure-math approach to communities tends to understand them as "almost disconnected" regions (partitions with a small cut-set), and this perspective has led to nice results (for example the Cheeger inequalities, the spectral clustering algorithms, perturbative methods, etc).

Fernando Diaz-Diaz @fernandodiazdiaz.bsky.social · Jul 11

I think the interpretation of communities as network partitions with a small cut-set is useful in certain areas. Ofc, claiming that this conceptualization of community is statistically meaningful is problematic, but as a descriptive concept I think it's ok.

Reposted by Fernando Diaz-Diaz

DIFENSC - RSEF @difensc-rsef.bsky.social · Jul 8

Bernat Corominas-Murtra will be teaching a course on
"The beautiful complexity of the developmental process" 🐣🐁🪰
during CS3 program.

More info:
www.crm.cat/summer-schoo...

Summer School on Complex Systems Society (CS3) - Centre de Recerca Matemàtica

REGISTRATION FEE (Includes attendance to the congress, gala dinner, coffee breaks and lunch) 210 € Summer School on Complex Systems Society (CS3) Sign in Advanced course / School From September 29, 20...

www.crm.cat

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Fernando Diaz-Diaz @fernandodiazdiaz.bsky.social · Jul 5

Me muero de calor

Fernando Diaz-Diaz @fernandodiazdiaz.bsky.social · Jul 4

It's so frustrating that symmetric graphs always have degenerate spectra. Why do I have to choose between graphs that look nice and graphs that behave properly? I want both :(

Reposted by Fernando Diaz-Diaz

PessoaBrain @pessoabrain.bsky.social · Jul 4

Mediterranean School of Complex Networks

Signed networks to understand social systems by Sofia Teixeira
@mscxnetworks.bsky.social

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Reposted by Fernando Diaz-Diaz

Andreia Sofia Teixeira @asteixeira.bsky.social · Jun 28

It’s happening.
BRAN Lab is here, my first research group.

We explore how and why we connect (and disconnect), using network science, signed networks, ML, and cognitive modeling: from minds to systems, humans to AI, mental health to epidemic prevention.

andreiasofiateixeira.com/branlab/

BRAN Lab

Bridging Minds, Behavior, and Society through Network Science

andreiasofiateixeira.com

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Fernando Diaz-Diaz @fernandodiazdiaz.bsky.social · Jun 26

After one night in Palma, I am already missing the temperatures in Madrid.

Fernando Diaz-Diaz @fernandodiazdiaz.bsky.social · Jun 24

Ojalá un debate entre @lavacaesferica.bsky.social, @juanjosemillas.bsky.social y Arsuaga a raíz de la frase "si no conocemos las interacciones que ocurren en su interior, tampoco seremos capaces de predecir el comportamiento del sistema".

Fernando Diaz-Diaz @fernandodiazdiaz.bsky.social · Jun 24

Leyendo a Millás y Arsuaga, me encuentro que las ideas de sistemas complejos han llegado hasta la arqueología y la literatura. Eso sí, la definición de Arsuaga se deja fuera aspectos como la heterogeneidad de las interacciones, la existencia de parámetros irrelevantes en comportamientos macro, etc

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Reposted by Fernando Diaz-Diaz

DIFENSC - RSEF @difensc-rsef.bsky.social · Jun 19

Our next keynote at #Fises2025 is by José Cuesta on entropy and evolutionary dynamics: where Darwin meets Boltzmann. #StatisticalPhysics #EvolutionaryDynamics

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Reposted by Fernando Diaz-Diaz

DIFENSC - RSEF @difensc-rsef.bsky.social · Jun 19

We end the second day of #fises2025 with three contributed talks by Pablo Moreno-Spiegelberg, José Vilar, and Alex Giménez Romero, and an invited talk by Saúl Ares about the physics of bacterial conjugación.

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Reposted by Fernando Diaz-Diaz

DIFENSC - RSEF @difensc-rsef.bsky.social · Jun 19

Good morning from Day 2 of #Fises2025! We begin with a keynote by Cristina Masoller: “Nonlinear data analysis tools for complex systems research”. 🔍📊 #NonlinearDynamics #ComplexSystems

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Reposted by Fernando Diaz-Diaz

Antoine Vendeville @avdeville.bsky.social · Jun 18

Happy to present my latest article in @physreve.bsky.social
! In this paper, I show that the Voter Model can predict individual opinions in a large, heterogeneous online population.

doi.org/10.1103/Phys...

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Fernando Diaz-Diaz @fernandodiazdiaz.bsky.social · Jun 11

Today I broke my record of amount of paperwork to get a conference trip refunded. The previous record was an astonishing 14 PDFs, but this was shattered by today's 17 PDFs 🤯🎊. Congratulations to all the regulations and normatives that worked so hard to achieve this amazing record. 🎉🎉

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Fernando Diaz-Diaz @fernandodiazdiaz.bsky.social · Jun 10

Reviewing a submitted research paper and asessing some student projects. The students' reports are of better quality than the research paper. My lecturer side is so proud of the students, but my researcher side is not so happy hahaha

a woman says i have hope but at the same time tons of worry on netflix

ALT: a woman says i have hope but at the same time tons of worry on netflix

media.tenor.com