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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
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
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
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
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
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
Preprint
2024
Excitation-inhibition balance controls information encoding in neural populations
Physical Review Letters (2024)
Giacomo Barzon | Daniel Maria Busiello | Giorgio Nicoletti

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All publications
Preprint
2023
Information gain at the onset of habituation to repeated stimuli
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
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
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
Francesco Camilli | Daria Tieplova | Jean Barbier
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
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
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
Journal article
2023
Seeking and sharing information in collective olfactory search
Physical Biology (2023)
Emanuele Panizon | Antonio Celani
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
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
Bacteria-phage coevolution with a seed bank
The ISME Journal (2023)
Daniel Schwartz | William R. Shoemaker | Andreea Măgălie | Joshua Weitz | Jay T. Lennon
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
Journal article
2023
Universality of evolutionary trajectories under arbitrary forms of self-limitation and competition
Physical Review E (2023)
Andrea Mazzolini | Jacopo Grilli
Journal article
2023
Environmental fluctuations explain the universal decay of species-abundance correlations with phylogenetic distance
Proceedings of the National Academy of Sciences (2023)
Matteo Sireci | Miguel A. Muñoz | Jacopo Grilli
Journal article
2023
Effect of host-switching on the ecological and evolutionary patterns of parasites
Systematic Biology (2023)
Elvira D’Bastiani | Débora Princepe | Flavia M D Marquitti | Walter A Boeger | Karla M Campião | Sabrina B L Araujo
Preprint
2023
Intermittent migration can induce pulses of speciation in a two-island system
Evolution (2023)
Débora Princepe | Simone Czarnobai | Rodrigo A. Caetano | Flavia M. D. Marquitti | Marcus A. M. de Aguiar | Sabrina B. L. Araujo
Preprint
2023
Machine learning at the mesoscale: a computation-dissipation bottleneck
Alessandro Ingrosso | Emanuele Panizon

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