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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.

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
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

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All publications
Preprint
2025
Optimal generalisation and learning transition in extensive-width shallow neural networks near interpolation
Jean Barbier | Francesco Camilli | Minh-Toan Nguyen | Mauro Pastore | Rudy Skerk
Journal article
2025
Incoherent feedback from coupled amino acids and ribosome pools generates damped oscillations in growing E. coli
Nature Communications (2025)
Rossana Droghetti | Philippe Fuchs | Ilaria Iuliani | Valerio Firmano | Giorgio Tallarico | Ludovico Calabrese | Jacopo Grilli | Bianca Sclavi | Luca Ciandrini | Marco Cosentino Lagomarsino
Preprint
2025
Limit theorems for the non-convex multispecies Curie-Weiss model
Francesco Camilli | Emanuele Mingione | Godwin Osabutey
Journal article
2025
Three-state random energy model
Physical Review E (2025)
Sumedha | Matteo Marsili
Journal article
2025
Optimal information gain at the onset of habituation to repeated stimuli
eLife (2025)
Giorgio Nicoletti | Matteo Bruzzone | Samir Suweis | Marco dal Maschio | Daniel Maria Busiello
Preprint
2025
Optimal generalisation and learning transition in extensive-width shallow neural networks near interpolation
Jean Barbier | Francesco Camilli | Minh-Toan Nguyen | Mauro Pastore | Rudy Skerk
Journal article
2025
Information limits and Thouless-Anderson-Palmer equations for spiked matrix models with structured noise
Physical Review Research (2025)
Jean Barbier | Francesco Camilli | Yizhou Xu | Marco Mondelli
Journal article
2025
Excitation-Inhibition Balance Controls Information Encoding in Neural Populations
Physical Review Letters (2025)
Giacomo Barzon | Daniel Maria Busiello | Giorgio Nicoletti
Journal article
2025
On the Phase Diagram of the Multiscale Mean-Field Spin-Glass
Annales Henri Poincaré (2025)
Francesco Camilli | Pierluigi Contucci | Emanuele Mingione | Daniele Tantari
Journal article
2025
Run-and-Tumble Exact Work Statistics in a Lazy Quantum Measurement Engine: Stochastic Information Processing
Physical Review Letters (2025)
Léa Bresque | Debraj Das | Édgar Roldán
Preprint
2024
On the phase diagram of the multiscale mean-field spin-glass
Francesco Camilli | Pierluigi Contucci | Emanuele Mingione | Daniele Tantari
Preprint
2024
On the phase diagram of extensive-rank symmetric matrix denoising beyond rotational invariance
Jean Barbier | Francesco Camilli | Justin Ko | Koki Okajima
Journal article
2024
Tuning Transduction from Hidden Observables to Optimize Information Harvesting
Physical Review Letters (2024)
Giorgio Nicoletti | Daniel Maria Busiello
Preprint
2024
Information propagation in Gaussian processes on multilayer networks
Giorgio Nicoletti | Daniel Maria Busiello
Journal article
2024
Information Propagation in Multilayer Systems with Higher-Order Interactions across Timescales
Physical Review X (2024)
Giorgio Nicoletti | Daniel Maria Busiello
Preprint
2024
Tuning transduction from hidden observables to optimize information harvesting
Giorgio Nicoletti | Daniel Maria Busiello
Preprint
2024
Multiscale nonlinear integration drives accurate encoding of input information
Giorgio Nicoletti | Daniel M. Busiello
Journal article
2024
Information propagation in Gaussian processes on multilayer networks
Journal of Physics: Complexity (2024)
Giorgio Nicoletti | Daniel Maria Busiello
Journal article
2024
Information interference driven by environmental activity
Physical Review Research (2024)
Giorgio Nicoletti | Daniel Maria Busiello
Journal article
2024
Landscape and environmental heterogeneity support coexistence in competitive metacommunities
Proceedings of the National Academy of Sciences (2024)
Prajwal Padmanabha | Giorgio Nicoletti | Davide Bernardi | Samir Suweis | Sandro Azaele | Andrea Rinaldo | Amos Maritan
Preprint
2024
On the phase diagram of extensive-rank symmetric matrix denoising beyond rotational invariance
Jean Barbier | Francesco Camilli | Justin Ko | Koki Okajima
Preprint
2024
Gambling Carnot Engine
Physical Review Letters (2024)
Tarek Tohme | Valentina Bedoya | Costantino di Bello | Léa Bresque | Gonzalo Manzano | Édgar Roldán
Preprint
2024
Information limits and Thouless-Anderson-Palmer equations for spiked matrix models with structured noise
Jean Barbier | Francesco Camilli | Marco Mondelli | Yizhou Xu
Journal article
2024
Stochastic thermodynamics of a probe in a fluctuating correlated field
Europhysics Letters (2024)
Davide Venturelli | Sarah A. M. Loos | Benjamin Walter | Édgar Roldán | Andrea Gambassi
Journal article
2024
Brownian Particle in a Poisson‐Shot‐Noise Active Bath: Exact Statistics, Effective Temperature, and Inference
Annalen der Physik (2024)
Costantino Di Bello | Rita Majumdar | Rahul Marathe | Ralf Metzler | Édgar Roldán
Preprint
2024
Information limits and Thouless-Anderson-Palmer equations for spiked matrix models with structured noise
Jean Barbier | Francesco Camilli | Marco Mondelli | Yizhou Xu
Journal article
2024
The decimation scheme for symmetric matrix factorization
Francesco Camilli
Journal article
2024
On the area swept by a biased diffusion till its first-exit time: martingale approach and gambling opportunities
Indian Journal of Physics (2024)
Yonathan Sarmiento | Debraj Das | Édgar Roldán
Preprint
2024
Nuclear compensatory evolution driven by mito-nuclear incompatibilities
Proceedings of the National Academy of Sciences (2024)
Débora Princepe | Marcus A. M. de Aguiar
Book
2024
Facets of Noise
Springer International Publishing (2024)
Debraj Das | Shamik Gupta

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