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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
2001
Stylized facts of financial markets and market crashes in Minority Games
Physica A: Statistical Mechanics and its Applications (2001)
Challet, D. | Marsili, M. | Zhang, Y.-C.
Journal article
2001
Learning to coordinate in a complex and nonstationary world
Physical Review Letters (2001)
Marsili, M. | Mulet, R. | Ricci-Tersenghi, F. | Zecchina, R.
Journal article
2001
Market mechanism and expectations in minority and majority games
Physica A: Statistical Mechanics and its Applications (2001)
Marsili, M.
Journal article
2001
Application of physics in economic modelling: NATO advanced research workshop, Prague, February 8-10, 2001
Physica A: Statistical Mechanics and its Applications (2001)
Bouchaud, J.-P. | Marsili, M. | Roehner, B.M. | Slanina, F.
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
2000
The predictability problem in systems with an uncertainty in the
evolution law
JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL (2000)
Antonio Celani
Journal article
2000
Universality and saturation of intermittency in passive scalar
turbulence
PHYSICAL REVIEW LETTERS (2000)
Antonio Celani
Journal article
2000
Inverse energy cascade in two-dimensional turbulence: Deviations from
Gaussian behavior
PHYSICAL REVIEW E (2000)
Antonio Celani
Journal article
2000
Large scale instabilities in two-dimensional magnetohydrodynamics
PHYSICAL REVIEW E (2000)
Antonio Celani
Journal article
2000
Nonasymptotic properties of transport and mixing
CHAOS (2000)
Antonio Celani
Journal article
2000
Pair dispersion in turbulence
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2000)
Antonio Celani
Journal article
2000
Comment on “thermal model for adaptive competition in a market”
Physical Review Letters (2000)
Challet, D. | Marsili, M. | Zecchina, R.
Journal article
2000
Modeling market mechanism with minority game
Physica A: Statistical Mechanics and its Applications (2000)
Challet, D. | Marsili, M. | Zhang, Y.-C.
Journal article
2000
Nonequilibrium phase transition in a model for social influence
Physical Review Letters (2000)
Castellano, C. | Marsili, M. | Vespignani, A.
Journal article
2000
Relevance of memory in minority games
Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics (2000)
Challet, D. | Marsili, M.
Journal article
2000
Statistical mechanics of systems with heterogeneous agents: Minority games
Physical Review Letters (2000)
Challet, D. | Marsili, M. | Zecchina, R.
Journal article
2000
Exact solution of a modified El Farol's bar problem: Efficiency and the role of market impact
Physica A: Statistical Mechanics and its Applications (2000)
Marsili, M. | Challet, D. | Zecchina, R.
Journal article
2000
First-order phase transition in a nonequilibrium growth process
Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics (2000)
Giada, L. | Marsili, M.
Journal article
1999
Pair dispersion in synthetic fully developed turbulence
PHYSICAL REVIEW E (1999)
Antonio Celani
Journal article
1999
Relative dispersion in fully developed turbulence: Lagrangian statistics
in synthetic flows
EUROPHYSICS LETTERS (1999)
Antonio Celani
Journal article
1999
Bridge relations in Navier-Stokes turbulence
EUROPHYSICS LETTERS (1999)
Antonio Celani
Journal article
1999
Electron magnetohydrodynamic turbulence
PHYSICS OF PLASMAS (1999)
Antonio Celani
Journal article
1999
Intermittency of two-dimensional decaying electron magnetohydrodynamic
turbulence
PHYSICAL REVIEW E (1999)
Antonio Celani
Journal article
1999
Multi-time, multi-scale correlation functions in turbulence and in
turbulent models
PHYSICA D-NONLINEAR PHENOMENA (1999)
Antonio Celani
Preprint
1999
Passive scalar intermittency in compressible flow
PHYSICAL REVIEW E (1999)
A. Celani | A. Lanotte | A. Mazzino
Journal article
1999
Non-perturbative renormalization group approach to surface growth
Computer Physics Communications (1999)
Muñoz, M.A. | Bianconi, G. | Castellano, C. | Gabrielli, A. | Marsili, M. | Pietronero, L.
Journal article
1999
On the multinomial logit model
Physica A: Statistical Mechanics and its Applications (1999)
Marsili, M.
Journal article
1999
Phase transition and symmetry breaking in the minority game
Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics (1999)
Challet, D. | Marsili, M.
Journal article
1999
Scale invariant dynamics of surface growth
Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics (1999)
Castellano, C. | Marsili, M. | Muñoz, M.A. | Pietronero, L.
Journal article
1999
Generalized dielectric breakdown model
Physical Review B - Condensed Matter and Materials Physics (1999)
Cafiero, R. | Gabrielli, A. | Marsili, M. | Muñoz, M.A. | Pietronero, L.

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