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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
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
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

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All publications
Book
2024
Facets of Noise
Springer International Publishing (2024)
Debraj Das | Shamik Gupta
Journal article
2024
Simplicity science
Indian Journal of Physics (2024)
Matteo Marsili
Preprint
2023
Human perceptual decision making of nonequilibrium fluctuations
Aybüke Durmaz | Yonathan Sarmiento | Gianfranco Fortunato | Debraj Das | Mathew Ernst Diamond | Domenica Bueti | Édgar Roldán
Preprint
2023
The effect of demographic stochasticity on predatory-prey oscillations
Solmaz Golmohammadi | Mina Zarei | Jacopo Grilli
Preprint
2023
Optimal information gain at the onset of habituation to repeated stimuli
eLife (2023)
Giorgio Nicoletti | Matteo Bruzzone | Samir Suweis | Marco Dal Maschio | Daniel Maria Busiello
Journal article
2023
Prenatal experience with language shapes the brain
Science Advances (2023)
Benedetta Mariani | Giorgio Nicoletti | Giacomo Barzon | Maria Clemencia Ortiz Barajas | Mohinish Shukla | Ramón Guevara | Samir Simon Suweis | Judit Gervain
Preprint
2023
Information propagation in multilayer systems with higher-order interactions across timescales
Giorgio Nicoletti | Daniel Maria Busiello
Journal article
2023
Emergent encoding of dispersal network topologies in spatial metapopulation models
Proceedings of the National Academy of Sciences (2023)
Giorgio Nicoletti | Prajwal Padmanabha | Sandro Azaele | Samir Suweis | Andrea Rinaldo | Amos Maritan
Preprint
2023
Information and Criticality in Complex Stochastic Systems
Giorgio Nicoletti
Journal article
2023
The emergence of scale-free fires in Australia
iScience (2023)
Giorgio Nicoletti | Leonardo Saravia | Fernando Momo | Amos Maritan | Samir Suweis
Preprint
2023
Information gain at the onset of habituation to repeated stimuli
Giorgio Nicoletti | Matteo Bruzzone | Samir Suweis | Marco Dal Maschio | Daniel Maria Busiello
Preprint
2023
Multi-target search in bounded and heterogeneous environments: a lattice random walk perspective
Luca Giuggioli | Seeralan Sarvaharman | Debraj Das | Daniel Marris | Toby Kay
Journal article
2023
Martingales for physicists: a treatise on stochastic thermodynamics and beyond
Advances in Physics (2023)
Édgar Roldán | Izaak Neri | Raphael Chetrite | Shamik Gupta | Simone Pigolotti | Frank Jülicher | Ken Sekimoto
Preprint
2023
On the area swept by a biased diffusion till its first-exit time: Martingale approach and gambling opportunities
Yonathan Sarmiento | Debraj Das | Édgar Roldán
Preprint
2023
Central limit theorem for the overlaps on the Nishimori line
Francesco Camilli | Pierluigi Contucci | Emanuele Mingione
Journal article
2023
The Onset of Parisi’s Complexity in a Mismatched Inference Problem
Entropy (2023)
Francesco Camilli | Pierluigi Contucci | Emanuele Mingione
Journal article
2023
Fundamental limits in structured principal component analysis and how to reach them
Francesco Camilli
Journal article
2023
Matrix factorization with neural networks
Francesco Camilli
Preprint
2023
The Decimation Scheme for Symmetric Matrix Factorization
Francesco Camilli | Marc Mézard
Book
2023
Lezioni di meccanica elementare e oltre
Francesco Camilli
Preprint
2023
Fundamental limits of overparametrized shallow neural networks for supervised learning
Bollettino dell'Unione Matematica Italiana (2023)
Francesco Camilli | Daria Tieplova | Jean Barbier
Preprint
2023
Human perceptual decision making of nonequilibrium fluctuations
Aybüke Durmaz | Yonathan Sarmiento | Gianfranco Fortunato | Debraj Das | Mathew Ernst Diamond | Domenica Bueti | Édgar Roldán
Preprint
2023
Multi-target search in bounded and heterogeneous environments: a lattice random walk perspective
Luca Giuggioli | Seeralan Sarvaharman | Debraj Das | Daniel Marris | Toby Kay
Preprint
2023
The effect of demographic stochasticity on predatory-prey oscillations
Solmaz Golmohammadi | Mina Zarei | Jacopo Grilli
Journal article
2023
Optimal tracking strategies in a turbulent flow
Communications Physics (2023)
Chiara Calascibetta | Luca Biferale | Francesco Borra | Antonio Celani | Massimo Cencini
Journal article
2023
Olfactory search with finite-state controllers
Proceedings of the National Academy of Sciences (2023)
Kyrell Vann B. Verano | Emanuele Panizon | Antonio Celani
Journal article
2023
Seeking and sharing information in collective olfactory search
Physical Biology (2023)
Emanuele Panizon | Antonio Celani
Preprint
2023
Misconceptions about quantifying animal encounter and interaction processes
Frontiers in Ecology and Evolution (2023)
Debraj Das | V. M. Kenkre | Ran Nathan | Luca Giuggioli
Journal article
2023
A macroecological perspective on genetic diversity in the human gut microbiome
PLOS ONE (2023)
William R. Shoemaker
Journal article
2023
Ecological Stability Emerges at the Level of Strains in the Human Gut Microbiome
mBio (2023)
Richard Wolff | William R. Shoemaker | Nandita Garud

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