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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

Balancing Information and Dissipation with Partially Observed Fluctuating Signals

Physical Review Letters (2026)

Giorgio Nicoletti | Ivan Di Terlizzi | Daniel Maria Busiello

Journal article

2026

Quo vadis, stochastic thermodynamics?

Journal of Non-Equilibrium Thermodynamics (2026)

Jan Korbel | Artemy Kolchinsky | Sarah A.M. Loos | Gonzalo Manzano | Rosalba Garcia-Millan | Olga Movilla Miangolarra | Édgar Roldán

Journal article

2026

Decoding behavior with minimal and interpretable agent models

PLOS Computational Biology (2026)

Giorgio Nicoletti | Barbara Webb | Antonio Celani

Journal article

2026

Eco-evolutionary dynamics lead to functionally robust and redundant communities

PLOS Computational Biology (2026)

Lorenzo Fant | Chih-hao Hsieh | Iuri Macocco | Jacopo Grilli

Preprint

2026

Dispersal diversity buffers species vulnerability to local extinction

Davide Bernardi | Giorgio Nicoletti | Prajwal Padmanabha | Samir Suweis | Sandro Azaele | Simon A. Levin | Andrea Rinaldo | Amos Maritan

Journal article

2026

Generalized Scaling of Blue Metabolism in River Basins

Water Resources Research (2026)

G. Nicoletti | E. Bertuzzo | P. Padmanabha | F. Bassani | S. Bonetti | A. Maritan | A. Rinaldo

Journal article

2026

Green engines powered by granules with a microscopic Brownian soul

Newton (2026)

Rafna Rafeek | Édgar Roldán

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

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All publications

Journal article

2026

Balancing Information and Dissipation with Partially Observed Fluctuating Signals

Physical Review Letters (2026)

Giorgio Nicoletti | Ivan Di Terlizzi | Daniel Maria Busiello

Journal article

2026

Quo vadis, stochastic thermodynamics?

Journal of Non-Equilibrium Thermodynamics (2026)

Jan Korbel | Artemy Kolchinsky | Sarah A.M. Loos | Gonzalo Manzano | Rosalba Garcia-Millan | Olga Movilla Miangolarra | Édgar Roldán

Journal article

2026

Decoding behavior with minimal and interpretable agent models

PLOS Computational Biology (2026)

Giorgio Nicoletti | Barbara Webb | Antonio Celani

Journal article

2026

Eco-evolutionary dynamics lead to functionally robust and redundant communities

PLOS Computational Biology (2026)

Lorenzo Fant | Chih-hao Hsieh | Iuri Macocco | Jacopo Grilli

Preprint

2026

Dispersal diversity buffers species vulnerability to local extinction

Davide Bernardi | Giorgio Nicoletti | Prajwal Padmanabha | Samir Suweis | Sandro Azaele | Simon A. Levin | Andrea Rinaldo | Amos Maritan

Journal article

2026

Generalized Scaling of Blue Metabolism in River Basins

Water Resources Research (2026)

G. Nicoletti | E. Bertuzzo | P. Padmanabha | F. Bassani | S. Bonetti | A. Maritan | A. Rinaldo

Journal article

2026

Green engines powered by granules with a microscopic Brownian soul

Newton (2026)

Rafna Rafeek | Édgar Roldán

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

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

Physical Review E (2025)

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

Journal article

2025

Optimal trajectories for Bayesian olfactory search in turbulent flows: The low information limit and beyond

Physical Review Fluids (2025)

R. A. Heinonen | L. Biferale | A. Celani | M. Vergassola

Journal article

2025

Exploring Bayesian olfactory search in realistic turbulent flows

Physical Review Fluids (2025)

R. A. Heinonen | L. Biferale | A. Celani | M. Vergassola

Journal article

2025

Enhancing collaboration in uncertain environment: Multi-Agent Reinforcement Learning for underwater monitoring

Expert Systems with Applications (2025)

Alberto Luvisutto | Antonio Celani | Federico Renda | Cesare Stefanini | Giulia De Masi

Preprint

2025

Exploring the conditions for sustainability with open-ended innovation

Debora Princepe | Cristobal Quiñinao | Cristina Díaz Faloh | Pablo A. Marquet | Matteo Marsili

Preprint

2025

Plasticity-induced multistability on fast and slow timescales enables optimal information encoding and spontaneous sequence discrimination

Giacomo Barzon | Daniel M. Busiello | Giorgio Nicoletti

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