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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
Preprint
2022
Stable cooperation emerges in stochastic multiplicative growth
Physical Review E (2022)
Lorenzo Fant | Onofrio Mazzarisi | Emanuele Panizon | Jacopo Grilli
Journal article
2022
Protein degradation sets the fraction of active ribosomes at vanishing growth
PLOS Computational Biology (2022)
Ludovico Calabrese | Oleg A Igoshin | Jacopo Grilli | Matteo Osella | Christopher P. Kempes | Marco Cosentino Lagomarsino | Luca Ciandrini
Journal article
2022
The stochastic logistic model with correlated carrying capacities reproduces beta-diversity metrics of microbial communities
PLOS Computational Biology (2022)
Silvia Zaoli | Tobias Bollenbach | Jacopo Grilli
Journal article
2022
ppGpp is a bacterial cell size regulator
Current Biology (2022)
Ferhat Büke | Jacopo Grilli | Marco Cosentino Lagomarsino | Gregory Bokinsky | Sander J. Tans
Preprint
2021
Disentangling the critical signatures of neural activity
Benedetta Mariani | Giorgio Nicoletti | Marta Bisio | Marta Maschietto | Stefano Vassanelli | Samir Suweis
Preprint
2021
Mutual information disentangles interactions from changing environments
Giorgio Nicoletti | Daniel Maria Busiello
Journal article
2021
Mutual Information Disentangles Interactions from Changing Environments
Physical Review Letters (2021)
Giorgio Nicoletti | Daniel Maria Busiello
Preprint
2021
The emergence of scale-free fires in Australia
Giorgio Nicoletti | Leonardo Saravia | Fernando Momo | Amos Maritan | Samir Suweis
Journal article
2021
Neuronal Avalanches Across the Rat Somatosensory Barrel Cortex and the Effect of Single Whisker Stimulation
Frontiers in Systems Neuroscience (2021)
Mariani, B. | Nicoletti, G. | Bisio, M. | Maschietto, M. | Oboe, R. | Leparulo, A. | Suweis, S. | Vassanelli, S.
Journal article
2021
A Statistical Physics approach to a multi-channel Wigner spiked model
Europhysics Letters (2021)
Diego Alberici | Francesco Camilli | Pierluigi Contucci | Emanuele Mingione
Journal article
2021
The Solution of the Deep Boltzmann Machine on the Nishimori Line
Communications in Mathematical Physics (2021)
Diego Alberici | Francesco Camilli | Pierluigi Contucci | Emanuele Mingione
Journal article
2021
The Multi-species Mean-Field Spin-Glass on the Nishimori Line
Journal of Statistical Physics (2021)
Francesco Camilli
Preprint
2021
An inference problem in a mismatched setting: a spin-glass model with Mattis interaction
Francesco Camilli | Pierluigi Contucci | Emanuele Mingione
Journal article
2021
Molecular Evolutionary Dynamics of Energy Limited Microorganisms
Molecular Biology and Evolution (2021)
William R. Shoemaker | Evgeniya Polezhaeva | Kenzie B Givens | Jay T Lennon
Journal article
2021
Microbial population dynamics and evolutionary outcomes under extreme energy limitation
Proceedings of the National Academy of Sciences (2021)
William R. Shoemaker | Stuart E. Jones | Mario E. Muscarella | Megan Behringer | Brent K. Lehmkuhl | Jay T. Lennon
Preprint
2021
Quantum random walk and tight-binding model subject to projective measurements at random times
Debraj Das | Shamik Gupta
Preprint
2021
Quantum unitary evolution interspersed with repeated non-unitary interactions at random times: The method of stochastic Liouville equation, and two examples of interactions in the context of a tight-binding chain
Debraj Das | Sushanta Dattagupta | Shamik Gupta
Journal article
2021
Optimal collision avoidance in swarms of active Brownian particles
Journal of Statistical Mechanics: Theory and Experiment (2021)
Borra, F. | Cencini, M. | Celani, A.
Journal article
2021
The rise and fall of hubs in self-organized critical learning networks
Journal of Statistical Mechanics: Theory and Experiment (2021)
Roy, A. | Di Santo, S. | Marsili, M.
Journal article
2021
Information thermodynamics of financial markets: The Glosten-Milgrom model
Journal of Statistical Mechanics: Theory and Experiment (2021)
Touzo, L. | Marsili, M. | Zagier, D.
Journal article
2021
Maximal relevance and optimal learning machines
Journal of Statistical Mechanics: Theory and Experiment (2021)
Duranthon, O. | Marsili, M. | Xie, R.
Journal article
2021
Optimal work extraction and mutual information in a generalized Szilárd engine
Physical Review E (2021)
Song, J. | Still, S. | Díaz Hernández Rojas, R. | Pérez Castillo, I. | Marsili, M.
Journal article
2021
Epidemic mitigation by statistical inference from contact tracing data
Proceedings of the National Academy of Sciences of the United States of America (2021)
Baker, A. | Biazzo, I. | Braunstein, A. | Catania, G. | Dall'Asta, L. | Ingrosso, A. | Krzakala, F. | Mazza, F. | Mézard, M. | Muntoni, A.P. | Refinetti, M. | Mannelli, S.S. | Zdeborová, L.
Preprint
2021
Learning the Hydrophilic, Hydrophobic and Aromatic Character of Amino Acids from their Interfacial Thermal Conductance in Water
Heydar Hamzi | Ali Rajabpour | Édgar Roldán | Ali Hassanali
Journal article
2021
Modelling strategies to organize healthcare workforce during pandemics: application to COVID-19
Journal of theoretical biology (2021)
Edgar Roldan
Journal article
2021
Phospholipids dock SARS-CoV-2 spike protein via hydrophobic interactions: a minimal in-silico study of lecithin nasal spray therapy
The European Physical Journal E (2021)
Edgar Roldan
Journal article
2021
Quantifying entropy production in active fluctuations of the hair-cell bundle from time irreversibility and uncertainty relations
New Journal of Physics (2021)
Edgar Roldan
Journal article
2021
Regular testing of asymptomatic healthcare workers identifies cost-efficient SARS-CoV-2 preventive measures
PloS one (2021)
Edgar Roldan
Journal article
2021
Thermodynamics of gambling demons
Physical Review Letters (2021)
Edgar Roldan
Journal article
2021
Energetics of critical oscillators in active bacterial baths
Journal of Physics A: Mathematical and Theoretical (2021)
Edgar Roldan

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