Tobias Galla @tobiasgalla.bsky.social · 03/07/2026Complex dynamics in the Sherrington-Kirkpatrick game, arxiv.org/abs/2607.02422 (w Desmond Chan) Groups of many players playing randomly generated biased 2-player 2-action games often cannot find Nash points in adaptive learning. Volatility clustering. Grand-canonical SK game. 060
Tobias Galla @tobiasgalla.bsky.social · 04/03/2026Anticipated synchronization in systems with distributed delay arxiv.org/abs/2603.02918 (with David Ortiz del Campo, Raúl Toral) Anticipated synchronisation is the counterintuitive phenomenon in which a driven dynamical system synchronises with the *future* state of the driver. >> 150
Tobias Galla @tobiasgalla.bsky.social · 26/02/2026Fun was had writing this "A diffusion approximation for systems with frequent weak resetting" by yours dearly. arxiv.org/abs/2602.21635arxiv.orgA diffusion approximation for systems with frequent weak resettingWe 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... 050
Tobias Galla @tobiasgalla.bsky.social · 06/10/2025Numerical methods for quasi-stationary distributions arxiv.org/abs/2510.02891 (with Sara Oliver-Bonafoux, @javi-aguilar.bsky.social , Raúl Toral). We discuss an iterative method to obtain QSDs of stochastic processes with absorbing states, and a Monte Carlo scheme with resetting. We ...arxiv.orgNumerical methods for quasi-stationary distributionsIn 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... 120
Tobias Galla @tobiasgalla.bsky.social · 06/10/2025Joke 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"). 010
Tobias Galla @tobiasgalla.bsky.social · 21/07/2025www.iop.org/physics-comm...iop.orgProfessor Alan John Bray (1948-2025)Theoretical physicist who made important contributions to the theory of spin glasses and phase ordering. 000
Tobias Galla @tobiasgalla.bsky.social · 16/07/2025Review "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 Iñiguez, Márton Karsai, Jan Lorenz, Katarzyna Sznajd-Weron. Led by Michele Starniniarxiv.orgOpinion dynamics: Statistical physics and beyondOpinion 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... 1228
Tobias Galla @tobiasgalla.bsky.social · 25/06/2025Efficient 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. >>> 161
Tobias Galla @tobiasgalla.bsky.social · 10/06/20254 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. 033
Tobias Galla @tobiasgalla.bsky.social · 28/05/2025Breaking co-existence: zealotry vs nonlinear social impact (w Chris Kitching, Lucía 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.arxiv.orgBreaking co-existence: zealotry vs. nonlinear social impactWe 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... 021
Tobias Galla @tobiasgalla.bsky.social · 13/03/2025"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. 130
Tobias Galla @tobiasgalla.bsky.social · 05/03/2025"Proliferating active disks with game dynamical interaction" (with A. Almodóvar, C. López) 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.arxiv.orgProliferating active disks with game dynamical interactionWe 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... 030
Tobias Galla @tobiasgalla.bsky.social · 25/02/2025Predictability of temporal network dynamics in normal ageing and brain pathology (preprint with Lisa Caligiuri, Massimiliano Zanin, @wetuad.bsky.social, and others) arxiv.org/abs/2502.16557arxiv.orgPredictability of temporal network dynamics in normal ageing and brain pathologySpontaneous brain activity generically displays transient spatiotemporal coherent structures, which can selectively be affected in various neurological and psychiatric pathologies. Here we model the f... 020
Tobias Galla @tobiasgalla.bsky.social · 21/02/2025A 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 >>arxiv.orgAnalysis of a voter model with an evolving number of opinion statesIn 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 ... 120
Tobias Galla @tobiasgalla.bsky.social · 19/02/2025The joys of science. (This is one single resubmission, not the 11th time that we resubmit this manuscript). 160
Reposted by Tobias GallaSaúl Ares @omeuxeito.bsky.social · 19/01/2025Do 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.socialyoutu.beThe SAT Question Everyone Got WrongYouTube video by Veritasium 031
Reposted by Tobias Gallatheobioarne.bsky.social @theobioarne.bsky.social · 10/01/2025🚨 Annual IMPRS Call for Doctoral Positions at MPI-EvolBio 🚨 🎓 Fully-funded 3.5-year doctoral projects available in diverse research areas! #PhD #ResearchOpportunities #IMPRS #Science evolbio.mpg.de/3801127/annu... 01212
Tobias Galla @tobiasgalla.bsky.social · 23/12/2024Asymptotic 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 >>>arxiv.orgAsymptotic Extinction in Large Coordination GamesWe 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... 143
Reposted by Tobias GallaGernot Münster @gernot-muenster.bsky.social · 11/12/2024Physics stories ⚛️ 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 2112
Reposted by Tobias GallaIFISC @ifisc.uib-csic.es · 03/12/2024 🚀 Cross-disciplinary research is shaping the future! Discover how IFISC has become a global model, breaking silos and fostering innovation in complex systems. 🌐 Read more in @naturecomms.bsky.social: www.nature.com/articles/s41... #ComplexSystems #ScienceInnovation #CrossDisciplinaritynature.comA cross-disciplinary research framework at institution level and beyond - Nature CommunicationsRethinking and restructuring cross-disciplinary research requires innovative models and the Institute for Cross-Disciplinary Physics and Complex Systems (IFISC) stands as a powerful example. Since its... 1145
Tobias Galla @tobiasgalla.bsky.social · 20/12/2024 Characterising the dynamics of unlabelled temporal networks (with Annalisa Caligiuri, @wetuad.bsky.social) arxiv.org/abs/2412.14864 We use graph invariants to characterise time series of unlabelled networks, focusing on autocorrelation functions & sensitivity to initial conditions. >>>arxiv.orgCharacterising the dynamics of unlabelled temporal networksNetworks model the architecture backbone of complex systems. The backbone itself can change over time leading to what is called `temporal networks'. Interpreting temporal networks as trajectories in g... 110