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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

2008

Optimization in task-completion networks

Journal of Statistical Mechanics: Theory and Experiment (2008)

Dall'Asta, L. | Marsili, M. | Pin, P.

Journal article

2007

The frontiers of computing in turbulence: challenges and perspectives

JOURNAL OF TURBULENCE (2007)

Antonio Celani

Journal article

2007

Droplet condensation in two-dimensional Bolgiano turbulence

JOURNAL OF TURBULENCE (2007)

Antonio Celani

Journal article

2007

Inverse turbulent cascades and conformally invariant curves

PHYSICAL REVIEW LETTERS (2007)

Antonio Celani

Journal article

2007

Nonlinear dynamics of the viscoelastic Kolmogorov flow

JOURNAL OF FLUID MECHANICS (2007)

Antonio Celani

Journal article

2007

Point-source scalar turbulence

JOURNAL OF FLUID MECHANICS (2007)

Antonio Celani

Journal article

2007

The Eulerian description of dilute collisionless suspension

EPL (2007)

Antonio Celani

Journal article

2007

Typical properties of large random economies with linear activities

Macroeconomic Dynamics (2007)

de Martino, A. | Marsili, M. | Castillo, I.P.

Journal article

2007

Emergence of time-horizon invariant correlation structure in financial returns by subtraction of the market mode

Physical Review E - Statistical, Nonlinear, and Soft Matter Physics (2007)

Borghesi, C. | Marsili, M. | Miccichè, S.

Journal article

2007

Stochastic analysis of an agent-based model

Physica A: Statistical Mechanics and its Applications (2007)

Veglio, A. | Marsili, M.

Journal article

2007

Theory of rumour spreading in complex social networks

Physica A: Statistical Mechanics and its Applications (2007)

Nekovee, M. | Moreno, Y. | Bianconi, G. | Marsili, M.

Journal article

2007

Toy models and stylized realities

European Physical Journal B (2007)

Marsili, M.

Journal article

2006

Small-scale statistics of viscoelastic turbulence

EUROPHYSICS LETTERS (2006)

Antonio Celani

Journal article

2006

Dynamics and statistics of heavy particles in turbulent flows

JOURNAL OF TURBULENCE (2006)

Antonio Celani

Journal article

2006

Lagrangian statistics in fully developed turbulence

Journal of Turbulence (2006)

Biferale, L. | Boffetta, G. | Celani, A. | Lanotte, A. | Toschi, F.

Journal article

2006

Acceleration statistics of heavy particles in turbulence

JOURNAL OF FLUID MECHANICS (2006)

Antonio Celani

Journal article

2006

Large-scale anisotropy in scalar turbulence

PHYSICAL REVIEW LETTERS (2006)

Antonio Celani

Journal article

2006

Coarse-grained description of a passive scalar

JOURNAL OF TURBULENCE (2006)

Antonio Celani

Journal article

2006

Magnetic field transport and kinematic dynamo effect: a Lagrangian
interpretation

PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING
SCIENCES (2006)

Antonio Celani

Journal article

2006

Conformal invariance in two-dimensional turbulence

NATURE PHYSICS (2006)

Antonio Celani

Journal article

2006

Rayleigh-Taylor turbulence in two dimensions

PHYSICAL REVIEW LETTERS (2006)

Antonio Celani

Journal article

2006

Dynamical slowdown of polymers in laminar and random flows

PHYSICAL REVIEW LETTERS (2006)

Antonio Celani

Journal article

2006

Emergence of large cliques in random scale-free networks

Europhysics Letters (2006)

Bianconi, G. | Marsili, M.

Journal article

2006

Scale-free networks with an exponent less than two

Physical Review E - Statistical, Nonlinear, and Soft Matter Physics (2006)

Seyed-Allaei, H. | Bianconi, G. | Marsili, M.

Journal article

2006

Minority games with finite score memory

Journal of Statistical Mechanics: Theory and Experiment (2006)

Challet, D. | De Martino, A. | Marsili, M. | Castillo, I.P.

Journal article

2006

Codon usage domains over bacterial chromosomes

PLoS Computational Biology (2006)

Bailly-Bechet, M. | Danchin, A. | Iqbal, M. | Marsili, M. | Vergassola, M.

Journal article

2006

Statistical mechanics of combinatorial auctions

Physical Review Letters (2006)

Galla, T. | Leone, M. | Marsili, M. | Sellitto, M. | Weigt, M. | Zecchina, R.

Journal article

2006

Number of cliques in random scale-free network ensembles

Physica D: Nonlinear Phenomena (2006)

Bianconi, G. | Marsili, M.

Journal article

2006

Diffusion and growth in an evolving network

International Journal of Game Theory (2006)

Ehrhardt, G. | Marsili, M. | Vega-Redondo, F.

Journal article

2006

Statistical mechanics of socio-economic systems with heterogeneous agents

Journal of Physics A: Mathematical and General (2006)

De Martino, A. | Marsili, M.

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