Publications

 
  • Dirac-equation signal processing: Physics boosts topological machine learning
    Wang R, Tian Y, Liò P and Bianconi G
    Pnas Nexus, Oxford University Press (OUP) 
    02-05-2025
  • Global Topological Dirac Synchronization
    Carletti T, Giambagli L, Muolo R and Bianconi G
    Journal of Physics Complexity, Iop Publishing 
    25-04-2025
  • Personalized uncertainty quantification in artificial intelligence
    Chakraborti T, Banerji CRS, Marandon A, Hellon V, Mitra R, Lehmann B, Brauninger L, McGough S, Turkay C, Frangi AF, Bianconi G, Li W, Rackham O, Parashar D, Harbron C and MacArthur B
    Nature Machine Intelligence, Nature Research vol. 7, 522-530.  
    23-04-2025
  • The Quantum Relative Entropy of the Schwarzschild Black Hole and the Area Law
    Bianconi G
    Entropy, Mdpi vol. 27 (3) 
    04-03-2025
  • Gravity from entropy
    Bianconi G
    Physical Review D, American Physical Society vol. 111, 066001-066001.  
    03-03-2025
  • On marginal growth rates of matrix products
    Varney J and Morris ID
    Linear Algebra and Its Applications, Elsevier vol. 709, 132-163.  
    01-03-2025
  • Anomalous velocity distributions in slow quantum-tunneling chemical reactions
    Beck C and Tsallis C
    Physical Review Research, American Physical Society (Aps) vol. 7 (1) 
    01-03-2025
  • Analyzing deterministic and stochastic influences on the power grid frequency dynamics with explainable artificial intelligence
    Drewnick T, Wen X, Oberhofer U, Gorjão LR, Beck C, Hagenmeyer V and Schäfer B
    Chaos An Interdisciplinary Journal of Nonlinear Science, Aip Publishing vol. 35 (3) 
    01-03-2025
  • Topology shapes dynamics of higher-order networks
    Millán AP, Sun H, Giambagli L, Muolo R, Carletti T, Torres JJ, Radicchi F, Kurths J and Bianconi G
    Nature Physics, Springer Nature vol. 21 (3), 353-361.  
    19-02-2025
  • Collaborative forecasting of influenza-like illness in Italy: The Influcast experience
    Fiandrino S, Bizzotto A, Guzzetta G, Merler S, Baldo F, Valdano E, Urdiales AM, Bella A, Celino F, Zino L, Rizzo A, Li Y, Perra N, Gioannini C, Milano P, Paolotti D, Quaggiotto M, Rossi L, Vismara I, Vespignani A, et al.
    Epidemics, Elsevier vol. 50 
    14-02-2025
  • Individual particle persistence antagonizes global ordering in populations of nematically-aligning self-propelled particles
    Nava-Sedeno JM, Hatzikirou H, Klages R, Sevilla FJ and Deutsch A
    Physical Review E: Statistical, Nonlinear, Biological, and Soft Matter Physics, American Physical Society 
    10-02-2025
  • Almost automorphic and bijective factors of substitution shifts
    Bustos-Gajardo A, Kellendonk J and Yassawi R
    Monatshefte FüR Mathematik, Springer Nature vol. 206 (3), 507-549.  
    16-01-2025
  • A dynamical view of Tijdeman's solution of the chairman assignment problem
    Yassawi R, berthé V, carton O, chevallier N and steiner W
    Journal of Combinatorics and Number Theory, Mathematical Sciences Publishers 
    15-01-2025
  • Hyperedge overlap drives explosive transitions in systems with higher-order interactions
    Malizia F, Lamata-Otín S, Frasca M, Latora V and Gómez-Gardeñes J
    Nature Communications, Springer Nature vol. 16 (1) 
    09-01-2025
  • Anomalous diffusion in the square soft Lorentz gas
    Toivonen E, Kaipainen J, Molkkari M, Keski-Rahkonen J, Klages R and Räsänen E
    Physical Review E: Statistical, Nonlinear, Biological, and Soft Matter Physics, American Physical Society vol. 111, 014216-1.  
    09-01-2025
  • The dynamics of higher-order novelties
    Latora V, Di Bona G, Bellina A, De Marzo G and Petralia A
    Nature Communications, Nature Research 
    04-01-2025
  • Spatial analysis of tails of air pollution PDFs in Europe
    Beck C, Schaefer B and He H
    Environmental Data Science, Cambridge University Press vol. 3 (e30), 1-11.  
    02-01-2025
  • Coboundaries and eigenvalues of finitary S-adic systems
    Berthé V, Bernales PC and Yassawi R
    Journal of Modern Dynamics, American Institute of Mathematical Sciences (Aims) vol. 21, 271-325.  
    01-01-2025
  • Symbolic equation solving via reinforcement learning
    Dabelow L and Ueda M
    Neurocomputing, Elsevier vol. 613 
    01-01-2025
  • Singularity of Lévy walks in the lifted Pomeau–Manneville map
    Brevitt S, Schulz A, Pegler D, Kantz H and Klages R
    Chaos An Interdisciplinary Journal of Nonlinear Science, Aip Publishing vol. 35 (1) 
    01-01-2025
  • Bulk universality for real matrices with independent and identically distributed entries
    Osman M
    Electronic Journal of Probability, Institute of Mathematical Statistics vol. 30 (none) 
    01-01-2025