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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

Journal article

2018

Evolutionary determinants of genome-wide nucleotide composition

Nature Ecology & Evolution (2018)

Hongan Long | Way Sung | Sibel Kucukyildirim | Emily Williams | Samuel F. Miller | Wanfeng Guo | Caitlyn Patterson | Colin Gregory | Chloe Strauss | Casey Stone | Cécile Berne | David Kysela | William R. Shoemaker | Mario E. Muscarella ...

Preprint

2018

Reconstructing bifurcation behavior of a nonlinear dynamical system by introducing weak noise

Debraj Das | Sayan Roy | Shamik Gupta

Preprint

2018

Exact correlations in the nonequilibrium stationary state of the noisy Kuramoto model

Debraj Das | Shamik Gupta

Journal article

2018

Self-Sustained Laser Pulsation in Active Optomechanical Devices

IEEE Photonics Journal (2018)

Debora Princepe | Gustavo S. Wiederhecker | Ivan Favero | Newton C. Frateschi

Journal article

2018

Exact and Efficient Sampling of Conditioned Walks

JOURNAL OF STATISTICAL PHYSICS (2018)

Antonio Celani

Journal article

2018

Exploring the function of bacterial chemotaxis

CURRENT OPINION IN MICROBIOLOGY (2018)

Antonio Celani

Journal article

2018

Glider soaring via reinforcement learning in the field

NATURE (2018)

Antonio Celani

Journal article

2018

Smart inertial particles

PHYSICAL REVIEW FLUIDS (2018)

Antonio Celani

Journal article

2018

Exact correlations in the nonequilibrium stationary state of the noisy Kuramoto model

Journal of Physics A: Mathematical and Theoretical (2018)

Debraj Das

Preprint

2018

Chemotaxis emerges as the optimal solution to cooperative search games

PHYSICAL REVIEW E (2018)

Alberto Pezzotta | Matteo Adorisio | Antonio Celani

Journal article

2018

Resolution and relevance trade-offs in deep learning

Journal of Statistical Mechanics: Theory and Experiment (2018)

Song, J. | Marsili, M. | Jo, J.

Preprint

2018

Training dynamically balanced excitatory-inhibitory networks

Alessandro Ingrosso | L. F. Abbott

Journal article

2018

From statistical inference to a differential learning rule for stochastic neural networks

Interface Focus (2018)

Saglietti, L. | Gerace, F. | Ingrosso, A. | Baldassi, C. | Zecchina, R.

Preprint

2018

Quantifying entropy production in active fluctuations of the hair-cell bundle from time irreversibility and uncertainty relations

Édgar Roldán | Jérémie Barral | Pascal Martin | Juan M. R. Parrondo | Frank Jülicher

Preprint

2018

Martingale theory for housekeeping heat

Raphael Chetrite | Shamik Gupta | Izaak Neri | Édgar Roldán

Preprint

2018

Universal First-Passage-Time Distribution of Non-Gaussian Currents

Shilpi Singh | Paul Menczel | Dmitry S. Golubev | Ivan M. Khaymovich | Joonas T. Peltonen | Christian Flindt | Keiji Saito | Édgar Roldán | Jukka P. Pekola

Journal article

2018

Arcsine laws in stochastic thermodynamics

Physical review letters (2018)

Edgar Roldan

Journal article

2018

EXACT CALCULATIONS OF FIRST-PASSAGE QUANTITIES ON A CLASS OF WEIGHTED TREE-LIKE FRACTAL NETWORKS

Edgar Roldan

Journal article

2018

Multiplex decomposition of non-Markovian dynamics and the hidden layer reconstruction problem

Physical Review X (2018)

Edgar Roldan

Journal article

2018

Testing optimality of sequential decision-making

arXiv preprint arXiv:1801.01574 (2018)

Edgar Roldan

Journal article

2018

Concurrent processes set E. coli cell division

Science Advances (2018)

Gabriele Micali | Jacopo Grilli | Matteo Osella | Marco Cosentino Lagomarsino

Journal article

2018

Coexistence of many species in random ecosystems

Nature Ecology & Evolution (2018)

Carlos A. Serván | José A. Capitán | Jacopo Grilli | Kent E. Morrison | Stefano Allesina

Journal article

2018

Minimum Description Length codes are critical

Entropy (2018)

Cubero, R.J. | Marsili, M. | Roudi, Y.

Journal article

2018

The stochastic complexity of spin models: Are pairwise models really simple?

Entropy (2018)

Beretta, A. | Battistin, C. | de Mulatier, C. | Mastromatteo, I. | Marsili, M.

Journal article

2017

Whole-Genome Sequence of the Soil Bacterium
<i>Micrococcus</i>
sp. KBS0714

Genome Announcements (2017)

V. Kuo | W. R. Shoemaker | M. E. Muscarella | J. T. Lennon

Journal article

2017

A macroecological theory of microbial biodiversity

Nature Ecology & Evolution (2017)

William R. Shoemaker | Kenneth J. Locey | Jay T. Lennon

Journal article

2017

Cell-size distribution in epithelial tissue formation and homeostasis

JOURNAL OF THE ROYAL SOCIETY INTERFACE (2017)

Antonio Celani

Journal article

2017

Finding efficient swimming strategies in a three-dimensional chaotic
flow by reinforcement learning

EUROPEAN PHYSICAL JOURNAL E (2017)

Antonio Celani

Journal article

2017

From conformational spread to allosteric and cooperative models of E.
coli flagellar motor

JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT (2017)

Antonio Celani

Journal article

2017

Multiple-scale stochastic processes: Decimation, averaging and beyond

PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS (2017)

Antonio Celani

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