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Scientists in ICTP's Quantitative Life Sciences section publish their research in some of the world's most prestigious journals; for the latest publications, see below.

Journal article
2026
Data-Driven Modeling and Classification of Brain Blood-Flow Pathologies
AI (2026)
Irem Topal | Alexander Cherevko | Yuriy Bugai | Maxim Shishlenin | Jean Barbier | Deniz Eroglu | Édgar Roldán | Roman Belousov
Preprint
2026
Stochastic modeling of long-legged ant A. gracilipes locomotion in laboratory experiments
Jack Featherstone | Anouk Béraud | Meta Virant-Doberlet | Antonio Celani | Mahesh Bandi
Preprint
2025
Learning to flock in open space by avoiding collisions and staying together
Martino Brambati | Antonio Celani | Marco Gherardi | Francesco Ginelli
Journal article
2025
Harvesting energy from turbulent winds with reinforcement learning (a)
Europhysics Letters (2025)
L. Basile | M. G. Berni | A. Celani
Preprint
2025
Information-directed sampling for bandits: a primer
Annika Hirling | Giorgio Nicoletti | Antonio Celani
Preprint
2025
From entropic constraints to reinforced processes: a probabilistic origin of multiscale measures
Francesco Camilli | Pierluigi Contucci | Emanuele Mingione
Preprint
2025
Statistical physics of deep learning: Optimal learning of a multi-layer perceptron near interpolation
Jean Barbier | Francesco Camilli | Minh-Toan Nguyen | Mauro Pastore | Rudy Skerk
Journal article
2025
First-passage-time asymmetry for biased run-and-tumble processes
Journal of Physics A: Mathematical and Theoretical (2025)
Yonathan Sarmiento | Benjamin Walter | Debraj Das | Samvit Mahapatra | Édgar Roldán | Rosemary J Harris
Journal article
2025
Fast nonlinear integration drives accurate encoding of input information in large multiscale systems
Communications Physics (2025)
Giorgio Nicoletti | Daniel Maria Busiello
Preprint
2025
Modeling Spatial Synchronization of Predator-Prey Oscillations via the XY Model under Demographic Stochasticity and Migration
Solmaz Golmohammadi | Mina Zarei | Jacopo Grilli
Journal article
2025
Central limit theorem for the overlaps in mean-field spin glasses on the Nishimori line
Francesco Camilli
Journal article
2025
Phase Diagram of Extensive-Rank Symmetric Matrix Denoising beyond Rotational Invariance
Francesco Camilli

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All publications
Journal article
1998
Nonlocal bottleneck effect in two-dimensional turbulence
PHYSICAL REVIEW LETTERS (1998)
Antonio Celani
Journal article
1998
Predictability in chaotic systems and turbulence
JOURNAL DE PHYSIQUE IV (1998)
Antonio Celani
Journal article
1998
Kolmogorov's law for two-dimensional electron-magnetohydrodynamic
turbulence
EUROPHYSICS LETTERS (1998)
Antonio Celani
Journal article
1998
Mimicking a turbulent signal: Sequential multiaffine processes
PHYSICAL REVIEW E (1998)
Antonio Celani
Journal article
1998
Comment on “Role of intermittency in urban development: A model of large-scale city formation”
Physical Review Letters (1998)
Marsili, M. | Maslov, S. | Zhang, Y.C.
Journal article
1998
Interacting individuals leading to zipf’s law
Physical Review Letters (1998)
Marsili, M. | Zhang, Y.-C.
Journal article
1998
Nonperturbative renormalization of the kardar-parisi-zhang growth dynamics
Physical Review Letters (1998)
Castellano, C. | Marsili, M. | Pietronero, L.
Journal article
1998
Nonperturbative Renormaltzation of the Kardar-Parisi-Zhang growth dynamics
Physical Review Letters (1998)
Castellano, C. | Marsili, M. | Pietronero, L.
Journal article
1998
Dynamical optimization theory of a diversified portfolio
Physica A: Statistical Mechanics and its Applications (1998)
Marsili, M. | Maslov, S. | Zhang, Y.-C.
Journal article
1998
Overhangs in interface growth and ground-state paths
Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics (1998)
Marsili, M. | Zhang, Y.-C.
Journal article
1998
Expansion around the mean-field solution of the bak-sneppen model
Physical Review Letters (1998)
Marsili, M. | De Los Rios, P. | Maslov, S.
Journal article
1998
Self organization of interacting polya urns
European Physical Journal B (1998)
Marsili, M. | Valleriani, A.
Journal article
1998
High dimensional behavior of the Kardar-Parisi-Zhang growth dynamics
Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics (1998)
Castellano, C. | Gabrielli, A. | Marsili, M. | Muñoz, M.A. | Pietronero, L.
Journal article
1998
Theory of extremal dynamics with quenched disorder: Self-organization, avalanche dynamics and critical exponents
International Journal of Modern Physics B (1998)
Cafiero, R. | Pietronero, L. | Gabrielli, A. | Marsili, M.
Journal article
1998
High-dimensional bak-sneppen model
Physical Review Letters (1998)
De Los Rios, P. | Marsili, M. | Vendruscolo, M.
Journal article
1998
Interacting individuals leading to Zipf's law
Physical Review Letters (1998)
Marsili, M. | Zhang, Y.-C.
Journal article
1998
Critical exponents of the anisotropic Bak-Sneppen model
Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics (1998)
Maslov, S. | De Rios, P.L. | Marsili, M. | Zhang, Y.-C.
Journal article
1997
Dispersion of passive tracers in closed basins: Beyond the diffusion
coefficient
PHYSICS OF FLUIDS (1997)
Antonio Celani
Journal article
1997
Predictability in two-dimensional decaying turbulence
PHYSICS OF FLUIDS (1997)
Antonio Celani
Journal article
1997
Theory of self-organized criticality for problems with extremal dynamics
Europhysics Letters (1997)
Gabrielli, A. | Cafiero, R. | Marsili, M. | Pietronero, L.
Journal article
1997
Growth with memory
Europhysics Letters (1997)
Marsili, M. | Vendruscolo, M.
Journal article
1997
Irrelevance of spatial correlations in models with extremal dynamics
Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics (1997)
Cafiero, R. | Gabrielli, A. | Marsili, M.
Journal article
1997
Laplacian fractal growth in media with quenched disorder
Physical Review Letters (1997)
Cafiero, R. | Gabrielli, A. | Marsili, M. | Pietronero, L. | Torosantucci, L.
Journal article
1997
Scaling behavior in the stable marriage problem
Journal de Physique II (1997)
Oméro, M.-J. | Dzierzawa, M. | Marsili, M. | Zhang, Y.-C.
Journal article
1997
A prototype model of stock exchange
Europhysics Letters (1997)
Caldarelli, G. | Marsili, M. | Zhang, Y.-C.
Journal article
1997
Scaling in currency exchange
Physica A: Statistical Mechanics and its Applications (1997)
Galluccio, S. | Caldarelli, G. | Marsili, M. | Zhang, Y.-C.
Journal article
1997
Fluctuations around Nash equilibria in game theory
Physica A: Statistical Mechanics and its Applications (1997)
Marsili, M. | Zhang, Y.-C.
Journal article
1996
Trapping of passive tracers in a point vortex system
JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL (1996)
Antonio Celani
Journal article
1996
Comment on the run time statistics in models of growth in disordered media
Journal of Statistical Physics (1996)
Gabrieili, A. | Marsili, M. | Cafiero, R. | Pietronero, L.
Journal article
1996
Renormalization group study of growth processes with an oblique incident flux of atoms
Europhysics Letters (1996)
Marsili, M. | Maritan, A. | Toigo, F. | Banavar, J.R.

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