Tobias Galla's Avatar

Tobias Galla

@tobiasgalla

Theoretical physicist (statistical mechanics, complex systems), CSIC tenured scientist, IFISC Palma de Mallorca (@ifisc.uib-csic.es), reproductive success n=3 https://sites.google.com/view/tobiasgalla/

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20.12.2024
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Latest posts by Tobias Galla @tobiasgalla

<< We show that approximate AS can occur in systems with distributed delay in the coupling between the driver and driven units. We study this analytically for linear systems, and numerically for chaotic dynamics. In simple cases AS is exact, also in the face of distributed delay.

04.03.2026 06:15 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Anticipated synchronization in systems with distributed delay

arxiv.org/abs/2603.02918

(with David Ortiz del Campo, RaΓΊl Toral)

Anticipated synchronisation is the counterintuitive phenomenon in which a driven dynamical system synchronises with the *future* state of the driver. >>

04.03.2026 06:15 πŸ‘ 4 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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A diffusion approximation for systems with frequent weak resetting We develop a diffusion approximation for systems subject to fast random resetting by small amplitudes. Equivalently, this describes systems with frequent but small catastrophes. We demonstrate the val...

Fun was had writing this

"A diffusion approximation for systems with frequent weak resetting"

by yours dearly.

arxiv.org/abs/2602.21635

26.02.2026 06:09 πŸ‘ 4 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

... provide an analysis of details of the implementation. We compare the accuracy & efficiency of both methods for different examples. Iterative algorithm is the better choice for problems with simple boundaries, Monte Carlo method better for problems with complex boundaries.

06.10.2025 05:31 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Numerical methods for quasi-stationary distributions In stochastic processes with absorbing states, the quasi-stationary distribution provides valuable insights into the long-term behaviour prior to absorption. In this work, we revisit two well-establis...

Numerical methods for quasi-stationary distributions arxiv.org/abs/2510.02891

(with Sara Oliver-Bonafoux, @javi-aguilar.bsky.social , RaΓΊl Toral).

We discuss an iterative method to obtain QSDs of stochastic processes with absorbing states, and a Monte Carlo scheme with resetting. We ...

06.10.2025 05:31 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Joke about efficient market hypothesis: "Eugene Fama and a friend are walking down a street, and see a $100 bill. Fama says: Must be fake, otherwise someone would have picked it up already."

(Seen in @doynefarmer.bsky.social's book "Making sense of chaos").

06.10.2025 04:45 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Professor Alan John Bray (1948-2025) Theoretical physicist who made important contributions to the theory of spin glasses and phase ordering.

www.iop.org/physics-comm...

21.07.2025 16:52 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Opinion dynamics: Statistical physics and beyond Opinion dynamics, the study of how individual beliefs and collective public opinion evolve, is a fertile domain for applying statistical physics to complex social phenomena. Like physical systems, soc...

Review "Opinion dynamics: Statistical physics and beyond"
arxiv.org/abs/2507.11521

Lab experiments, data, models, analytical/computational tools. 93 pages, >1k references.

With Fabian Baumann, David Garcia, Gerardo IΓ±iguez, MΓ‘rton Karsai, Jan Lorenz, Katarzyna Sznajd-Weron. Led by Michele Starnini

16.07.2025 05:57 πŸ‘ 23 πŸ” 8 πŸ’¬ 1 πŸ“Œ 0

<<< allows us to analytically calculate the power spectrum of oscillations. We explore when these approximations break down and provide recommendations for their use.

25.06.2025 08:39 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

<<< We describe multiple levels of approximation (rate eps, piecewise-deterministic processes, SDEs), and show that the chemical Langevin equation can include a noise representing transcriptional bursting. This decreases computation times and >>>

25.06.2025 08:39 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Efficient approximations of transcriptional bursting effects on the dynamics of a gene regulatory network

royalsocietypublishing.org/doi/10.1098/...

(with Jochen Kursawe, Antoine Moneyron)

Transcriptional bursting induces oscillations otherwise not present, or magnifies existing oscillations. >>>

25.06.2025 08:39 πŸ‘ 6 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0

4 postdoc positions in complex systems at IFISC, Palma de Mallorca. Call open until 20/10/25, but positions will be filled starting immediately. If interested, please apply now. Candidates must be EU citizens.

10.06.2025 09:29 πŸ‘ 3 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0
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Breaking co-existence: zealotry vs. nonlinear social impact We study how zealotry and nonlinear social impact affect consensus formation in the nonlinear voter model, evolutionary games, and the partisan voter model. In all three models, consensus is an absorb...

Breaking co-existence: zealotry vs nonlinear social impact

(w Chris Kitching, LucΓ­a Ramirez, @maxisanmiguel.bsky.social)

arxiv.org/abs/2505.21407

Zealotry breaks coexistence in voter models, partisan voter models, and evolutionary games. We show that sublinear social impact can prevent this.

28.05.2025 05:13 πŸ‘ 2 πŸ” 1 πŸ’¬ 0 πŸ“Œ 1

181.71 million km, sorry

21.04.2025 20:14 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

β€œIt has not escaped our notice that the specific pairing we have postulated immediately suggests a possible copying mechanism for the genetic material.”

(Watson & Crick 1953)

13.03.2025 06:40 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

β€œIt is worth noting that an essential feature of the type of theory which has been described in this note is the prediction of incomplete multiplets of scalar and vector bosons.”

(Higgs 1964)

13.03.2025 06:39 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

β€œIn this paper, we present Google, a prototype of a large-scale search engine […].”

(Brin & Page 1998)

13.03.2025 06:39 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

β€œWe wish to suggest a structure for the salt of deoxyribose nucleic acid (D.N.A.). This structure has novel features which are of considerable biological interest.”

(Watson & Crick 1953)

13.03.2025 06:39 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

"The small boys came early for the hanging", this is the opening line of @kenfollettauthor.bsky.social's Pillars of the Earth.

Does anyone have examples of exceptional opening lines of scientific papers (or any other memorable quotes)?

I give a few below. Other examples welcome.

13.03.2025 06:39 πŸ‘ 3 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

β€œ[...] nonperiodic solutions are ordinarily unstable with respect to small modifications, so that slightly differing initial states can evolve into considerably different states."

"The feasibility of very-long-range weather prediction is examined in the light of these results.”

(Lorenz 1963)

13.03.2025 06:39 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Proliferating active disks with game dynamical interaction We study a system of self-propelled, proliferating finite-size disks with game-theoretical interactions, where growth rates depend on local population composition. We analyze how these interactions in...

"Proliferating active disks with game dynamical interaction" (with A. AlmodΓ³var, C. LΓ³pez)

arxiv.org/abs/2503.02555

Self-population enhances mixing in coexistence games, speeds up extinction in coordination games, and reduces the invasion probability of a beneficial mutant.

05.03.2025 08:29 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Predictability of temporal network dynamics in normal ageing and brain pathology Spontaneous brain activity generically displays transient spatiotemporal coherent structures, which can selectively be affected in various neurological and psychiatric pathologies. Here we model the f...

Predictability of temporal network dynamics in normal ageing and brain pathology

(preprint with Lisa Caligiuri, Massimiliano Zanin, @wetuad.bsky.social, and others)

arxiv.org/abs/2502.16557

25.02.2025 15:46 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 1

<< how many opinions are present in the population. We also show that there is a transition between a phase which the system is mostly in consensus (low innovation rate), and another phase in which consensus is rare (high innovation rate). On networks, degree heterogeneity affects this balance.

21.02.2025 07:36 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Analysis of a voter model with an evolving number of opinion states In traditional voter models, opinion dynamics are driven by interactions between individuals, where an individual adopts the opinion of a randomly chosen neighbor. However, these models often fail to ...

A voter model with an evolving number of opinion states
(with Jeehye Choi, Byungjoon Min)

arxiv.org/abs/2502.14696

We study a VM in which new opinion states can emerge in the dynamics. Adapting methods previously used in theoretical evolutionary biology we compute >>

21.02.2025 07:36 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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The joys of science. (This is one single resubmission, not the 11th time that we resubmit this manuscript).

19.02.2025 12:13 πŸ‘ 6 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
The SAT Question Everyone Got Wrong
The SAT Question Everyone Got Wrong YouTube video by Veritasium

Do mathematical paradoxes, like the Monty Hall problem, blow your mind? Well, they're for beginners... Today I discovered there's a paradox, that you can recreate yourself anytime, way crazier. Welcome to the Coin Rotation Paradox 🀯
youtu.be/FUHkTs-Ipfg?...
via @veritasium.bsky.social

19.01.2025 09:52 πŸ‘ 3 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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🚨 Annual IMPRS Call for Doctoral Positions at MPI-EvolBio 🚨
πŸŽ“ Fully-funded 3.5-year doctoral projects available in diverse research areas!
#PhD #ResearchOpportunities #IMPRS #Science evolbio.mpg.de/3801127/annu...

10.01.2025 14:17 πŸ‘ 12 πŸ” 12 πŸ’¬ 0 πŸ“Œ 1

<<< boundary of the action simplex: a fraction of the actions are played with vanishing probability.

We also calculate the critical exploration rate that guarantees convergence to a unique fixed point.

[To be published in AAAI (Association for the Advancement of Artificial Intelligence) 2025]

23.12.2024 07:26 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Asymptotic Extinction in Large Coordination Games We study the exploration-exploitation trade-off for large multiplayer coordination games where players strategise via Q-Learning, a common learning framework in multi-agent reinforcement learning. Q-L...

Asymptotic Extinction in Large Coordination Games

(with Desmond Chan, Bart De Keijzer, Stefanos Leonardos, Carmine Ventre)

arxiv.org/abs/2412.15461

We show that, for large random coordination games, Q-Learning converges to a Quantal Response Equilibria near the >>>

23.12.2024 07:26 πŸ‘ 4 πŸ” 3 πŸ’¬ 1 πŸ“Œ 0

Physics stories βš›οΈ

Pauli lecturing

In one of his lectures, Pauli said of an assertion: "That's trivial". A student remarked: "I don't really understand why that's trivial." Pauli then left the lecture hall without saying a word. When he hadn't returned after five minutes,

1/2

11.12.2024 15:51 πŸ‘ 11 πŸ” 2 πŸ’¬ 2 πŸ“Œ 0