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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
2004
Adaptive drivers in a model of urban traffic
Europhysics Letters (2004)
De Martino, A. | Marsili, M. | Mulet, R.
Journal article
2004
The rise and fall of a networked society: A formal model
Proceedings of the National Academy of Sciences of the United States of America (2004)
Marsili, M. | Vega-Redondo, F. | Slanina, F.
Journal article
2004
Clogging and self-organized criticality in complex networks
Physical Review E - Statistical, Nonlinear, and Soft Matter Physics (2004)
Bianconi, G. | Marsili, M.
Journal article
2004
Generalized minority games with adaptive trend-followers and contrarians
Physical Review E - Statistical, Nonlinear, and Soft Matter Physics (2004)
De Martino, A. | Giardina, I. | Tedeschi, A. | Marsili, M.
Journal article
2004
Shedding light on El Farol
Physica A: Statistical Mechanics and its Applications (2004)
Challet, D. | Marsili, M. | Ottino, G.
Journal article
2003
Large-eddy-simulation closures of passive scalar turbulence: a
systematic approach
JOURNAL OF FLUID MECHANICS (2003)
Antonio Celani
Journal article
2003
The decay of homogeneous anisotropic turbulence
PHYSICS OF FLUIDS (2003)
Antonio Celani
Journal article
2003
Two-dimensional turbulence of dilute polymer solutions
PHYSICAL REVIEW LETTERS (2003)
Antonio Celani
Journal article
2003
Statistical mechanics of the majority game
Journal of Physics A: Mathematical and General (2003)
Kozłowski, P. | Marsili, M.
Journal article
2003
Criticality and market efficiency in a simple realistic model of the stock market
Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics (2003)
Challet, D. | Marsili, M.
Journal article
2003
Scale invariance and criticality in financial markets
Physica A: Statistical Mechanics and its Applications (2003)
Marsili, M.
Journal article
2002
Intermittency in two-dimensional Ekman-Navier-Stokes turbulence
PHYSICAL REVIEW E (2002)
Antonio Celani
Journal article
2002
Scaling and universality in turbulent convection
PHYSICAL REVIEW LETTERS (2002)
Antonio Celani
Journal article
2002
Active versus passive scalar turbulence
PHYSICAL REVIEW LETTERS (2002)
Antonio Celani
Journal article
2002
Intermittency in passive scalar decay
PHYSICA D-NONLINEAR PHENOMENA (2002)
Antonio Celani
Journal article
2002
Are financial markets efficient? Phase transition in the aggregation of information
Complexity (2002)
Berg, J. | Marsili, M. | Rustichini, A. | Zecchina, R.
Journal article
2002
Algorithms of maximum likelihood data clustering with applications
Physica A: Statistical Mechanics and its Applications (2002)
Giada, L. | Marsili, M.
Journal article
2002
Colored minority games
Physica A: Statistical Mechanics and its Applications (2002)
Marsili, M. | Piai, M.
Journal article
2002
Diffusion, peer pressure, and tailed distributions
Physical Review Letters (2002)
Cecconi, F. | Marsili, M. | Banavar, J.R. | Maritan, A.
Journal article
2002
Dissecting financial markets: Sectors and states
Quantitative Finance (2002)
Marsili, M.
Journal article
2001
Statistical geometry in scalar turbulence
PHYSICAL REVIEW LETTERS (2001)
Antonio Celani
Journal article
2001
Thermal plume turbulence
PHYSICS OF FLUIDS (2001)
Antonio Celani
Journal article
2001
Front propagation in laminar flows
PHYSICAL REVIEW E (2001)
Antonio Celani
Journal article
2001
Fronts in passive scalar turbulence
PHYSICS OF FLUIDS (2001)
Antonio Celani
Journal article
2001
Statistical conservation laws in turbulent transport
PHYSICAL REVIEW LETTERS (2001)
Antonio Celani
Journal article
2001
Minority games and stylized facts
Physica A: Statistical Mechanics and its Applications (2001)
Challet, D. | Marsili, M. | Zhang, Y.-C.
Journal article
2001
Continuum time limit and stationary states of the minority game
Physical Review E - Statistical, Nonlinear, and Soft Matter Physics (2001)
Marsili, M. | Challet, D.
Journal article
2001
Replica symmetry breaking in the minority game
Journal of Physics A: Mathematical and General (2001)
De Martino, A. | Marsili, M.
Journal article
2001
Data clustering and noise undressing of correlation matrices
Physical Review E - Statistical, Nonlinear, and Soft Matter Physics (2001)
Giada, L. | Marsili, M.
Journal article
2001
Statistical mechanics of asset markets with private information
Quantitative Finance (2001)
Berg, J. | Marsili, M. | Rustichini, A. | Zecchina, R.

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