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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

2017

Flow Navigation by Smart Microswimmers via Reinforcement Learning

PHYSICAL REVIEW LETTERS (2017)

Simona Colabrese | Kristian Gustavsson | Antonio Celani | Luca Biferale

Preprint

2017

Arcsine Laws in Stochastic Thermodynamics

Andre C. Barato | Édgar Roldán | Ignacio A. Martínez | Simone Pigolotti

Preprint

2017

Generic Properties of Stochastic Entropy Production

Simone Pigolotti | Izaak Neri | Édgar Roldán | Frank Jülicher

Preprint

2017

Extreme reductions of entropy in an electronic double dot

Shilpi Singh | Édgar Roldán | Izaak Neri | Ivan M. Khaymovich | Dmitry S. Golubev | Ville F. Maisi | Joonas T. Peltonen | Frank Jülicher | Jukka P. Pekola

Preprint

2017

Path-integral formalism for stochastic resetting: Exactly solved examples and shortcuts to confinement

Édgar Roldán | Shamik Gupta

Journal article

2017

Colloidal heat engines: a review

Soft matter (2017)

Edgar Roldan

Journal article

2017

Generic Properties of Stochastic Entropy Production

Physical Review Letters (2017)

Edgar Roldan

Journal article

2017

Path-integral formalism for stochastic resetting: Exactly solved examples and shortcuts to confinement

Physical Review E (2017)

Edgar Roldan

Journal article

2017

Statistics of infima and stopping times of entropy production and applications to active molecular processes

Physical Review X (2017)

Edgar Roldan

Preprint

2017

Family-specific scaling laws in bacterial genomes

Eleonora de Lazzari | Jacopo Grilli | Sergei Maslov | Marco Cosentino Lagomarsino

Preprint

2017

Reconciling cooperation, biodiversity and stability in complex ecological communities

Chengyi Tu | Samir Suweis | Jacopo Grilli | Marco Formentin | Amos Maritan

Preprint

2017

The effect of population abundances on the stability of large random ecosystems

Theo Gibbs | Jacopo Grilli | Tim Rogers | Stefano Allesina

Journal article

2017

Family-specific scaling laws in bacterial genomes

Nucleic Acids Research (2017)

De Lazzari, E. | Grilli, J. | Maslov, S. | Lagomarsino, M.C.

Journal article

2017

Feasibility and coexistence of large ecological communities

Nature Communications (2017)

Grilli, J. | Adorisio, M. | Suweis, S. | Barabás, G. | Banavar, J.R. | Allesina, S. | Maritan, A.

Journal article

2017

Relevant parameters in models of cell division control

Physical Review E (2017)

Grilli, J. | Osella, M. | Kennard, A.S. | Lagomarsino, M.C.

Journal article

2017

Last name analysis of mobility, gender imbalance, and nepotism across academic systems

Proceedings of the National Academy of Sciences (2017)

Jacopo Grilli | Stefano Allesina

Journal article

2017

Approximate Message-Passing Decoder and Capacity Achieving Sparse Superposition Codes

IEEE Transactions on Information Theory (2017)

Barbier, J. | Krzakala, F.

Journal article

2017

Higher-order interactions stabilize dynamics in competitive network models

Nature (2017)

Jacopo Grilli | György Barabás | Matthew J. Michalska-Smith | Stefano Allesina

Journal article

2017

Collapse of resilience patterns in generalized Lotka-Volterra dynamics and beyond

Physical Review E (2017)

Tu, C. | Grilli, J. | Schuessler, F. | Suweis, S.

Journal article

2017

Translating ceRNA Susceptibilities into Correlation Functions

Biophysical Journal (2017)

Martirosyan, A. | Marsili, M. | De Martino, A.

Journal article

2017

On Maximum Entropy and Inference

Entropy (2017)

Matteo Marsili

Journal article

2017

Improving randomness characterization through Bayesian model selection

Scientific Reports (2017)

Rojas, R.D.H. | Solís, A. | Martínez, A.M.A. | U'Ren, A.B. | Hirsch, J.G. | Marsili, M. | Castillo, I.P.

Journal article

2017

Statistical mechanics of complex economies

Journal of Statistical Mechanics: Theory and Experiment (2017)

Bardoscia, M. | Livan, G. | Marsili, M.

Journal article

2016

Direct and Indirect Horizontal Transmission of the Antifungal Probiotic Bacterium Janthinobacterium lividum on Green Frog (Lithobates clamitans) Tadpoles

Applied and Environmental Microbiology (2016)

Eria A. Rebollar | Stephen J. Simonetti | William R. Shoemaker | Reid N. Harris

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

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