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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
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
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
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

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All publications
Journal article
2019
Reconstructing bifurcation behavior of a nonlinear dynamical system by introducing weak noise
Communications in Nonlinear Science and Numerical Simulation (2019)
Debraj Das
Journal article
2019
Critical exponents in mean-field classical spin systems
Physical Review E (2019)
Yoshiyuki Y. Yamaguchi | Debraj Das | Shamik Gupta
Preprint
2019
Collective olfactory search in a turbulent environment
PHYSICAL REVIEW E (2019)
Mihir Durve | Lorenzo Piro | Massimo Cencini | Luca Biferale | Antonio Celani
Preprint
2019
Learning to flock through reinforcement
PHYSICAL REVIEW E (2019)
Mihir Durve | Fernando Peruani | Antonio Celani
Journal article
2019
Common Regulatory Pathways Mediate Activity of MicroRNAs Inducing Cardiomyocyte Proliferation
Cell Reports (2019)
Torrini, C. | Cubero, R.J. | Dirkx, E. | Braga, L. | Ali, H. | Prosdocimo, G. | Gutierrez, M.I. | Collesi, C. | Licastro, D. | Zentilin, L. | Mano, M. | Zacchigna, S. | Vendruscolo, M. | Marsili, M. | Samal, A. | Giacca, M.
Journal article
2019
Lost in diversification,Diversification infidèle
Comptes Rendus Physique (2019)
Bardoscia, M. | d'Arienzo, D. | Marsili, M. | Volpati, V.
Journal article
2019
On the complexity of logistic regression models
Neural Computation (2019)
Bulso, N. | Marsili, M. | Roudi, Y.
Journal article
2019
Statistical criticality arises in most informative representations
Journal of Statistical Mechanics: Theory and Experiment (2019)
Cubero, R.J. | Jo, J. | Marsili, M. | Roudi, Y. | Song, J.
Journal article
2019
The peculiar statistical mechanics of optimal learning machines
Journal of Statistical Mechanics: Theory and Experiment (2019)
Marsili, M.
Journal article
2019
Network reconstruction from infection cascades
Journal of the Royal Society Interface (2019)
Braunstein, A. | Ingrosso, A. | Muntoni, A.P.
Journal article
2019
Training dynamically balanced excitatory-inhibitory networks
PLoS ONE (2019)
Ingrosso, A. | Abbott, L.F.
Preprint
2019
Exact Distributions of Currents and Frenesy for Markov Bridges
Édgar Roldán | Pierpaolo Vivo
Preprint
2019
Integral Fluctuation Relations for Entropy Production at Stopping Times
Izaak Neri | Edgar Roldán | Simone Pigolotti | Frank Jülicher
Preprint
2019
Quantum Martingale Theory and Entropy Production
Gonzalo Manzano | Rosario Fazio | Édgar Roldán
Preprint
2019
Extreme-Value Statistics of Stochastic Transport Processes: Applications to Molecular Motors and Sports
Alexandre Guillet | Édgar Roldán | Frank Jülicher
Journal article
2019
Universal first-passage-time distribution of non-gaussian currents
Physical review letters (2019)
Edgar Roldan
Journal article
2019
Exact distributions of currents and frenesy for Markov bridges
Physical Review E (2019)
Edgar Roldan
Journal article
2019
Extreme reductions of entropy in an electronic double dot
Physical Review B (2019)
Edgar Roldan
Journal article
2019
Integral fluctuation relations for entropy production at stopping times
Journal of Statistical Mechanics: Theory and Experiment (2019)
Edgar Roldan
Journal article
2019
Martingale theory for housekeeping heat
EPL (Europhysics Letters) (2019)
Edgar Roldan
Journal article
2019
Quantum martingale theory and entropy production
Physical review letters (2019)
Edgar Roldan
Journal article
2019
The adaptive interpolation method: a simple scheme to prove replica formulas in Bayesian inference
Probability Theory and Related Fields (2019)
Jean Barbier
Journal article
2019
The adaptive interpolation method for proving replica formulas. Applications to the Curie–Weiss and Wigner spike models
Journal of Physics A: Mathematical and Theoretical (2019)
Jean Barbier
Journal article
2019
Optimal errors and phase transitions in high-dimensional generalized linear models
Proceedings of the National Academy of Sciences (2019)
Jean Barbier
Journal article
2019
Entropy and mutual information in models of deep neural networks
Journal of Statistical Mechanics: Theory and Experiment (2019)
Jean Barbier
Journal article
2019
The committee machine: computational to statistical gaps in learning a two-layers neural network
Journal of Statistical Mechanics: Theory and Experiment (2019)
Jean Barbier
Journal article
2018
Evolution with a seed bank: The population genetic consequences of microbial dormancy
Evolutionary Applications (2018)
William R. Shoemaker | Jay T. Lennon
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

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