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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

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

Journal article

2015

Subdominant Dense Clusters Allow for Simple Learning and High Computational Performance in Neural Networks with Discrete Synapses

Physical Review Letters (2015)

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

Preprint

2015

Decision Making in the Arrow of Time

Édgar Roldán | Izaak Neri | Meik Dörpinghaus | Heinrich Meyr | Frank Jülicher

Preprint

2015

An Information Theoretic Analysis of Sequential Decision-Making

Meik Dörpinghaus | Édgar Roldán | Izaak Neri | Heinrich Meyr | Frank Jülicher

Preprint

2015

Fluctuation theorem between non-equilibrium states in an RC circuit

Léo Granger | Jumna Mehlis | Édgar Roldán | Sergio Ciliberto | Holger Kantz

Journal article

2015

Adiabatic processes realized with a trapped Brownian particle

Physical Review Letters (2015)

Edgar Roldan

Journal article

2015

Brownian Carnot engine

Nature Physics (2015)

Edgar Roldan

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