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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
Preprint
2014
Spatial maximum entropy modeling from presence/absence tropical forest data
Matteo Adorisio | Jacopo Grilli | Samir Suweis | Sandro Azaele | Jayanth R. Banavar | Amos Maritan
Preprint
2014
Individuality and universality in the growth-division laws of single E. coli cells
Andrew S. Kennard | Matteo Osella | Avelino Javer | Jacopo Grilli | Philippe Nghe | Sander Tans | Pietro Cicuta | Marco Cosentino Lagomarsino
Journal article
2014
Disentangling the effect of hybrid interactions and of the constant effort hypothesis on ecological community stability
Oikos (2014)
Suweis, S. | Grilli, J. | Maritan, A.
Journal article
2014
Information-based fitness and the emergence of criticality in living systems
Proceedings of the National Academy of Sciences of the United States of America (2014)
Hidalgo, J. | Grilli, J. | Suweis, S. | Muñoz, M.A. | Banavar, J.R. | Maritan, A.
Journal article
2014
Cross-species gene-family fluctuations reveal the dynamics of horizontal transfers
Nucleic Acids Research (2014)
Grilli, J. | Romano, M. | Bassetti, F. | Cosentino Lagomarsino, M.
Journal article
2014
Fishing out collective memory of migratory schools
Journal of the Royal Society Interface (2014)
De Luca, G. | Mariani, P. | MacKenzie, B.R. | Marsili, M.
Journal article
2014
On the concentration of large deviations for fat tailed distributions, with application to financial data
Journal of Statistical Mechanics: Theory and Experiment (2014)
Filiasi, M. | Livan, G. | Marsili, M. | Peressi, M. | Vesselli, E. | Zarinelli, E.
Journal article
2014
The interrupted power law and the size of shadow banking
PLoS ONE (2014)
Fiaschi, D. | Kondor, I. | Marsili, M. | Volpati, V.
Journal article
2014
Complexity and financial stability in a large random economy
Quantitative Finance (2014)
Marsili, M.
Journal article
2013
Polarity, cell division, and out-of-equilibrium dynamics control the
growth of epithelial structures
JOURNAL OF CELL BIOLOGY (2013)
Antonio Celani
Journal article
2013
White-noise limit of nonwhite nonequilibrium processes
PHYSICAL REVIEW E (2013)
Antonio Celani
Journal article
2013
Optimal stochastic transport in inhomogeneous thermal environments
EPL (2013)
Antonio Celani
Preprint
2013
Universal features in the energetics of symmetry breaking
Edgar Roldan | Ignacio A Martinez | Juan MR Parrondo | Dmitri Petrov
Journal article
2013
Effective heating to several thousand kelvins of an optically trapped sphere in a liquid
Physical Review E (2013)
Edgar Roldan
Journal article
2013
Irreversibility and dissipation in microscopic systems.
Edgar Roldan
Preprint
2013
Information-based fitness and the emergence of criticality in living systems
Jorge Hidalgo | Jacopo Grilli | Samir Suweis | Miguel A. Munoz | Jayanth R. Banavar | Amos Maritan
Preprint
2013
Growth or Reproduction: Emergence of an Evolutionary Optimal Strategy
Jacopo Grilli | Samir Suweis | Amos Maritan
Preprint
2013
Effects of Mixing Interaction Types on Ecological Community Stability
Samir Suweis | Jacopo Grilli | Amos Maritan
Journal article
2013
Growth or reproduction: Emergence of an evolutionary optimal strategy
Journal of Statistical Mechanics: Theory and Experiment (2013)
Grilli, J. | Suweis, S. | Maritan, A.
Journal article
2013
The codon information index: A quantitative measure of the information provided by the codon bias
Journal of Statistical Mechanics: Theory and Experiment (2013)
Caniparoli, L. | Marsili, M. | Vendruscolo, M.
Journal article
2013
On sampling and modeling complex systems
Journal of Statistical Mechanics: Theory and Experiment (2013)
Marsili, M. | Mastromatteo, I. | Roudi, Y.
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
2013
What do leaders know?
Entropy (2013)
Livan, G. | Marsili, M.
Journal article
2013
The Social Climbing Game
Journal of Statistical Physics (2013)
Bardoscia, M. | De Luca, G. | Livan, G. | Marsili, M. | Tessone, C.J.

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