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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
From entropic constraints to reinforced processes: a probabilistic origin of multiscale measures
Francesco Camilli | Pierluigi Contucci | Emanuele Mingione
Preprint
2025
Information-directed sampling for bandits: a primer
Annika Hirling | Giorgio Nicoletti | Antonio Celani
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
Phase Diagram of Extensive-Rank Symmetric Matrix Denoising beyond Rotational Invariance
Francesco Camilli
Journal article
2025
Central limit theorem for the overlaps in mean-field spin glasses on the Nishimori line
Francesco Camilli

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All publications
Journal article
2015
Fluctuation theorem between non-equilibrium states in an RC circuit
New Journal of Physics (2015)
Edgar Roldan
Journal article
2015
Adiabatic processes realized with a trapped Brownian particle
Physical Review Letters (2015)
Edgar Roldan
Preprint
2015
Cooperation, competition and the emergence of criticality in communities of adaptive systems
Jorge Hidalgo | Jacopo Grilli | Samir Suweis | Amos Maritan | Miguel A. Munoz
Preprint
2015
Statistical Mechanics of Ecological Systems: Neutral Theory and Beyond
Sandro Azaele | Samir Suweis | Jacopo Grilli | Igor Volkov | Jayanth R. Banavar | Amos Maritan
Preprint
2015
The geometry of coexistence in large ecosystems
Jacopo Grilli | Matteo Adorisio | Samir Suweis | György Barabás | Jayanth R. Banavar | Stefano Allesina | Amos Maritan
Journal article
2015
Metapopulation Persistence in Random Fragmented Landscapes
PLoS Computational Biology (2015)
Grilli, J. | Barabás, G. | Allesina, S.
Journal article
2015
Predicting the stability of large structured food webs
Nature Communications (2015)
Allesina, S. | Grilli, J. | Barabás, G. | Tang, S. | Aljadeff, J. | Maritan, A.
Journal article
2015
Approximate message-passing with spatially coupled structured operators, with applications to compressed sensing and sparse superposition codes
Journal of Statistical Mechanics: Theory and Experiment (2015)
Barbier, J. | Schülke, C. | Krzakala, F.
Journal article
2015
Effect of localization on the stability of mutualistic ecological networks
Nature Communications (2015)
Samir Suweis | Jacopo Grilli | Jayanth R. Banavar | Stefano Allesina | Amos Maritan
Journal article
2015
Phenotypic constraints promote latent versatility and carbon efficiency in metabolic networks
Physical Review E - Statistical, Nonlinear, and Soft Matter Physics (2015)
Bardoscia, M. | Marsili, M. | Samal, A.
Journal article
2015
Statistical mechanics of competitive resource allocation using agent-based models
Physics Reports (2015)
Chakraborti, A. | Challet, D. | Chatterjee, A. | Marsili, M. | Zhang, Y.-C. | Chakrabarti, B.K.
Journal article
2015
Criticality of mostly informative samples: A Bayesian model selection approach
Journal of Statistical Mechanics: Theory and Experiment (2015)
Haimovici, A. | Marsili, M.
Preprint
2014
Active optomechanics through relaxation oscillations
ArXiv (2014)
Debora Princepe | Gustavo Wiederhecker | Newton Frateschi
Journal article
2014
Entropy Production in Stochastic Systems with Fast and Slow Time-Scales
JOURNAL OF STATISTICAL PHYSICS (2014)
Antonio Celani
Journal article
2014
Adaptation and irreversibility in microevolution
EPL (2014)
Antonio Celani
Preprint
2014
Odor Landscapes in Turbulent Environments
PHYSICAL REVIEW X (2014)
Antonio Celani | Emmanuel Villermaux | Massimo Vergassola
Journal article
2014
The patient-zero problem with noisy observations
Journal of Statistical Mechanics: Theory and Experiment (2014)
Altarelli, F. | Braunstein, A. | Dall'Asta, L. | Ingrosso, A. | Zecchina, R.
Preprint
2014
Measuring kinetic energy changes in the mesoscale with low acquisition rates
Édgar Roldán | Ignacio A. Martínez | Luis Dinis | Raúl A. Rica
Preprint
2014
Realization of nonequilibrium thermodynamic processes using external colored noise
Pau Mestres | Ignacio A. Martinez | Antonio Ortiz-Ambriz | Raul A. Rica | Edgar Roldan
Preprint
2014
Brownian Carnot engine
Ignacio A. Martínez | Édgar Roldán | Luis Dinis | Dmitri Petrov | Juan M. R. Parrondo | Raúl A. Rica
Book chapter
2014
Small-Scale Thermodynamics
Irreversibility and Dissipation in Microscopic Systems (2014)
Edgar Roldan
Book chapter
2014
Effective Heating with Random Forces
Irreversibility and Dissipation in Microscopic Systems (2014)
Edgar Roldan
Journal article
2014
Universal features in the energetics of symmetry breaking
Nature Physics (2014)
Edgar Roldan
Book chapter
2014
Energetics of Symmetry Breaking
Irreversibility and Dissipation in Microscopic Systems (2014)
Edgar Roldan
Book chapter
2014
Estimating the kullback--leibler divergence
Irreversibility and Dissipation in Microscopic Systems (2014)
Edgar Roldan
Book chapter
2014
A Case Study: The Flashing Ratchet
Irreversibility and Dissipation in Microscopic Systems (2014)
Edgar Roldan
Journal article
2014
Measuring kinetic energy changes in the mesoscale with low acquisition rates
Applied Physics Letters (2014)
Edgar Roldan
Book chapter
2014
Application to Biology: The Ear Hair Bundle
Irreversibility and Dissipation in Microscopic Systems (2014)
Edgar Roldan
Journal article
2014
Realization of nonequilibrium thermodynamic processes using external colored noise
Physical Review E (2014)
Edgar Roldan
Book chapter
2014
Dissipation and Kullback--Leibler Divergence
Irreversibility and Dissipation in Microscopic Systems (2014)
Edgar Roldan

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