Publications | ICTP

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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

Lost in Retraining: Closed-Loop Learning and Model Collapse in Exponential Families

Physical Review Letters (2026)

Fariba Jangjoo | Giovanni di Sarra | Matteo Marsili | Yasser Roudi

Preprint

2026

Emergence of information interference in stochastic systems with non-diagonal noise and switching environments

Andrea Marchetti | Daniel Maria Busiello | Giorgio Nicoletti

Preprint

2026

Rare but Resilient: Dispersal diversity buffers species vulnerability

Davide Bernardi | Giorgio Nicoletti | Prajwal Padmanabha | Samir Suweis | Sandro Azaele | Simon A. Levin | Andrea Rinaldo | Amos Maritan

Journal article

2026

Cultural tightness and social cohesion under coevolving beliefs, behaviors, and preferences

Proceedings of the National Academy of Sciences (2026)

Filippo Zimmaro | Jacopo Grilli | Mirta Galesic | Alexander J. Stewart

Journal article

2026

Thermodynamic Signatures of Sensing and Amplification by Periodically Driven Hair-Cell Bundles

PRX Life (2026)

Yanathip Thipmaungprom | Laila Saliekh | Rodrigo Alonso | Édgar Roldán | Florian Berger | Roman Belousov

Preprint

2026

Pulse desynchronization of neural populations by targeting the centroid of the limit cycle in phase space

Ramón Guevara | Marco Zenari | Giorgio Nicoletti | Elisa Marini | Samir Suweis | Sandro Azaele | Marco Formentin

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

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All publications

Journal article

2001

Statistical conservation laws in turbulent transport

PHYSICAL REVIEW LETTERS (2001)

Antonio Celani

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

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.

Journal article

2001

From Minority Games to real markets

Quantitative Finance (2001)

Challet, D. | Chessa, A. | Marsili, M. | Zhang, Y.-C.

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

2000

Pair dispersion in turbulence

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2000)

Antonio Celani

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

Comment on “thermal model for adaptive competition in a market”

Physical Review Letters (2000)

Challet, D. | Marsili, M. | 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

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

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

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

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