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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

2016

Infomax Strategies for an Optimal Balance Between Exploration and
Exploitation

JOURNAL OF STATISTICAL PHYSICS (2016)

Antonio Celani

Journal article

2016

Learning to soar in turbulent environments

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF
AMERICA (2016)

Antonio Celani

Journal article

2016

On the evolution of particle-puffs in turbulence

EUROPEAN JOURNAL OF MECHANICS B-FLUIDS (2016)

Antonio Celani

Journal article

2016

The Role of Adaptation in Bacterial Speed Races

PLOS COMPUTATIONAL BIOLOGY (2016)

Antonio Celani

Journal article

2016

Theory of feedback controlled brain stimulations for Parkinson's disease

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2016)

Antonio Celani

Journal article

2016

Detecting Concentration Changes with Cooperative Receptors

JOURNAL OF STATISTICAL PHYSICS (2016)

Antonio Celani

Preprint

2016

Network reconstruction from infection cascades

Alfredo Braunstein | Alessandro Ingrosso | Anna Paola Muntoni

Journal article

2016

Inference of causality in epidemics on temporal contact networks

Scientific Reports (2016)

Braunstein, A. | Ingrosso, A.

Journal article

2016

Local entropy as a measure for sampling solutions in constraint satisfaction problems

Journal of Statistical Mechanics: Theory and Experiment (2016)

Baldassi, C. | Ingrosso, A. | Lucibello, C. | Saglietti, L. | Zecchina, R.

Journal article

2016

Unreasonable effectiveness of learning neural networks: From accessible states and robust ensembles to basic algorithmic schemes

Proceedings of the National Academy of Sciences of the United States of America (2016)

Baldassi, C. | Borgs, C. | Chayes, J.T. | Ingrosso, A. | Lucibello, C. | Saglietti, L. | Zecchina, R.

Preprint

2016

Stochastic resetting in backtrack recovery by RNA polymerases

Édgar Roldán | Ana Lisica | Daniel Sánchez-Taltavull | Stephan W. Grill

Journal article

2016

Stochastic resetting in backtrack recovery by RNA polymerases

Physical Review E (2016)

Edgar Roldan

Journal article

2016

Thermodynamics at the microscale: From effective heating to the Brownian Carnot engine

Journal of Statistical Mechanics: Theory and Experiment (2016)

Edgar Roldan

Journal article

2016

Mechanisms of backtrack recovery by RNA polymerases I and II

Proceedings of the National Academy of Sciences (2016)

Edgar Roldan

Preprint

2016

Relevant parameters in models of cell division control

Jacopo Grilli | Matteo Osella | Andrew S. Kennard | Marco Cosentino Lagomarsino

Preprint

2016

Collapse of Resilience Patterns in Generalized Lotka-Volterra Dynamics and Beyond

Chengyi Tu | Jacopo Grilli | Friedrich Schuessler | Samir Suweis

Journal article

2016

Individuality and universality in the growth-division laws of single E. Coli cells

Physical Review E (2016)

Kennard, A.S. | Osella, M. | Javer, A. | Grilli, J. | Nghe, P. | Tans, S.J. | Cicuta, P. | Cosentino Lagomarsino, M.

Journal article

2016

Statistical mechanics of ecological systems: Neutral theory and beyond

Reviews of Modern Physics (2016)

Azaele, S. | Suweis, S. | Grilli, J. | Volkov, I. | Banavar, J.R. | Maritan, A.

Journal article

2016

Modularity and stability in ecological communities

Nature Communications (2016)

Jacopo Grilli | Tim Rogers | Stefano Allesina

Journal article

2016

Cooperation, competition and the emergence of criticality in communities of adaptive systems

Journal of Statistical Mechanics: Theory and Experiment (2016)

Hidalgo, J. | Grilli, J. | Suweis, S. | Maritan, A. | Muñoz, M.A.

Journal article

2016

Trade-Offs in Delayed Information Transmission in Biochemical Networks

Journal of Statistical Physics (2016)

Mancini, F. | Marsili, M. | Walczak, A.M.

Journal article

2016

When does inequality freeze an economy?

Journal of Statistical Mechanics: Theory and Experiment (2016)

Jerico, J.P. | Landes, F.P. | Marsili, M. | Pérez Castillo, I. | Volpati, V.

Journal article

2016

Identifying relevant positions in proteins by Critical Variable Selection

Molecular BioSystems (2016)

Grigolon, S. | Franz, S. | Marsili, M.

Journal article

2016

Liquidity risk and instabilities in portfolio optimization

International Journal of Theoretical and Applied Finance (2016)

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

Journal article

2016

Sparse model selection in the highly under-sampled regime

Journal of Statistical Mechanics: Theory and Experiment (2016)

Bulso, N. | Marsili, M. | Roudi, Y.

Journal article

2016

Towards a statistical mechanics of economies

European Physical Journal: Special Topics (2016)

Jericó, J.P. | Marsili, M.

Journal article

2015

Genome Sequence of the Soil Bacterium
<i>Janthinobacterium</i>
sp. KBS0711

Genome Announcements (2015)

William R. Shoemaker | Mario E. Muscarella | Jay T. Lennon

Journal article

2015

Thermodynamic limits to information harvesting by sensory systems

JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT (2015)

Antonio Celani

Journal article

2015

Three-dimensional chemotaxis-driven aggregation of tumor cells

SCIENTIFIC REPORTS (2015)

Antonio Celani

Journal article

2015

Estimating cellular parameters through optimization procedures:
elementary principles and applications

FRONTIERS IN PHYSIOLOGY (2015)

Antonio Celani

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