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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
2013
Impact of meta-order in the Minority Game
Quantitative Finance (2013)
Barato, A.C. | Mastromatteo, I. | Bardoscia, M. | Marsili, M.
Journal article
2012
Unraveling the influence of endothelial cell density on VEGF-A signaling
BLOOD (2012)
Antonio Celani
Journal article
2012
Anomalous Thermodynamics at the Microscale
PHYSICAL REVIEW LETTERS (2012)
Antonio Celani
Journal article
2012
Noninvasive inference of the molecular chemotactic response using
bacterial trajectories
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF
AMERICA (2012)
Antonio Celani
Journal article
2012
Nonlinearity, Fluctuations, and Response in Sensory Systems
PHYSICAL REVIEW LETTERS (2012)
Antonio Celani
Preprint
2012
Entropic anomaly and maximal efficiency of microscopic heat engines
PHYSICAL REVIEW E (2012)
Stefano Bo | Antonio Celani
Preprint
2012
Anomalous thermodynamics at the micro-scale
Antonio Celani | Stefano Bo | Ralf Eichhorn | Erik Aurell
Preprint
2012
Entropy production and Kullback-Leibler divergence between stationary trajectories of discrete systems
Édgar Roldán | Juan M. R. Parrondo
Journal article
2012
Entropy production and Kullback-Leibler divergence between stationary trajectories of discrete systems
Physical Review E (2012)
Edgar Roldan
Journal article
2012
Time series irreversibility: a visibility graph approach
The European Physical Journal B (2012)
Edgar Roldan
Preprint
2012
Spatial aggregation and the species-area relationship across scales
Jacopo Grilli | Sandro Azaele | Jayanth R Banavar | Amos Maritan
Preprint
2012
Absence of Detailed Balance in Ecology
Jacopo Grilli | Sandro Azaele | Jayanth R. Banavar | Amos Maritan
Journal article
2012
Spatial aggregation and the species-area relationship across scales
Journal of Theoretical Biology (2012)
Grilli, J. | Azaele, S. | Banavar, J.R. | Maritan, A.
Journal article
2012
Absence of detailed balance in ecology
EPL (2012)
Grilli, J. | Azaele, S. | Banavar, J.R. | Maritan, A.
Journal article
2012
Joint scaling laws in functional and evolutionary categories in prokaryotic genomes
Nucleic Acids Research (2012)
Grilli, J. | Bassetti, B. | Maslov, S. | Cosentino Lagomarsino, M.
Journal article
2012
Rollover risk, network structure and systemic financial crises
Journal of Economic Dynamics and Control (2012)
Anand, K. | Gai, P. | Marsili, M.
Journal article
2012
Distribution of wealth and incomplete markets: Theory and empirical evidence
Journal of Economic Behavior and Organization (2012)
Fiaschi, D. | Marsili, M.
Journal article
2012
Topology-induced inverse phase transitions
EPL (2012)
De Martino, D. | Bradde, S. | Dall'Asta, L. | Marsili, M.
Journal article
2012
Excess covariance and dynamic instability in a multi-asset model
Journal of Economic Dynamics and Control (2012)
Anufriev, M. | Bottazzi, G. | Marsili, M. | Pin, P.
Journal article
2012
Financial instability from local market measures
Journal of Statistical Mechanics: Theory and Experiment (2012)
Bardoscia, M. | Livan, G. | Marsili, M.
Journal article
2012
Phase transitions in crowd dynamics of resource allocation
Physical Review E - Statistical, Nonlinear, and Soft Matter Physics (2012)
Ghosh, A. | De Martino, D. | Chatterjee, A. | Marsili, M. | Chakrabarti, B.K.
Journal article
2012
Reconstruction of financial networks for robust estimation of systemic risk
Journal of Statistical Mechanics: Theory and Experiment (2012)
Mastromatteo, I. | Zarinelli, E. | Marsili, M.
Journal article
2012
Collaboration in social networks
Proceedings of the National Academy of Sciences of the United States of America (2012)
Dall'Asta, L. | Marsili, M. | Pin, P.
Journal article
2011
Molecular and Functional Aspects of Bacterial Chemotaxis
JOURNAL OF STATISTICAL PHYSICS (2011)
Antonio Celani
Preprint
2011
Time series irreversibility: a visibility graph approach
Lucas Lacasa | Ángel M. Núñez | Édgar Roldán | Juan M. R. Parrondo | Bartolo Luque
Preprint
2011
Joint scaling laws in functional and evolutionary categories in prokaryotic genomes
Jacopo Grilli | Bruno Bassetti | Sergei Maslov | Marco Cosentino Lagomarsino
Journal article
2011
Threshold learning dynamics in social networks
PLoS ONE (2011)
González-Avella, J.C. | Eguíluz, V.M. | Marsili, M. | Vega-Redondo, F. | Miguel, M.S.
Journal article
2011
Born under a lucky star?
Journal of Economic Behavior and Organization (2011)
Hanaki, N. | Kirman, A. | Marsili, M.
Journal article
2011
Financial correlations at ultra-high frequency: Theoretical models and empirical estimation
European Physical Journal B (2011)
Mastromatteo, I. | Marsili, M. | Zoi, P.
Journal article
2011
On the criticality of inferred models
Journal of Statistical Mechanics: Theory and Experiment (2011)
Mastromatteo, I. | Marsili, M.

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