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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

2013

The effect of nonstationarity on models inferred from neural data

Journal of Statistical Mechanics: Theory and Experiment (2013)

Tyrcha, J. | Roudi, Y. | Marsili, M. | Hertz, J.

Journal article

2013

Optimal liquidation strategies regularize portfolio selection

European Journal of Finance (2013)

Caccioli, F. | Still, S. | Marsili, M. | Kondor, I.

Book

2013

Threshold functions for distinct parts: Revisiting Erdos-Lehner

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2013)

Czabarka, E. | Marsili, M. | Székely, L.A.

Journal article

2013

Scale dependence of the directional relationships between coupled time series

Journal of Statistical Mechanics: Theory and Experiment (2013)

Shirazi, A.H. | Aghamohammadi, C. | Anvari, M. | Bahraminasab, A. | Rahimi Tabar, M.R. | Peinke, J. | Sahimi, M. | Marsili, M.

Journal article

2013

Time-dependent information transmission in a model regulatory circuit

Physical Review E - Statistical, Nonlinear, and Soft Matter Physics (2013)

Mancini, F. | Wiggins, C.H. | Marsili, M. | Walczak, A.M.

Journal article

2013

Special issue on physical virology

Journal of Biological Physics (2013)

Livolant, F. | Lorman, V. | Marsili, M. | Micheletti, C. | Podgornik, R.

Journal article

2013

Epidemics of rules, rational negligence and market crashes

European Journal of Finance (2013)

Anand, K. | Kirman, A. | Marsili, M.

Journal article

2012

Nonlinearity, Fluctuations, and Response in Sensory Systems

PHYSICAL REVIEW LETTERS (2012)

Antonio Celani

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

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

Absence of Detailed Balance in Ecology

Jacopo Grilli | Sandro Azaele | Jayanth R. Banavar | Amos Maritan

Preprint

2012

Spatial aggregation and the species-area relationship across scales

Jacopo Grilli | Sandro Azaele | Jayanth R Banavar | Amos Maritan

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

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

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

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

2011

Molecular and Functional Aspects of Bacterial Chemotaxis

JOURNAL OF STATISTICAL PHYSICS (2011)

Antonio Celani

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