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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
1996
Soluble infinite-range model of kinetic roughening
Physical Review Letters (1996)
Marsili, M. | Bray, A.J.
Journal article
1996
Diffusion in disordered media as a process with memory
Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics (1996)
Vendruscolo, M. | Marsili, M.
Journal article
1996
Stochastic growth equations and reparametrization invariance
Reviews of Modern Physics (1996)
Marsili, M. | Maritan, A. | Toigo, F. | Banavar, J.R.
Journal article
1996
Directed polymers with killing
Journal of Physics A: Mathematical and General (1996)
Marsili, M.
Journal article
1996
Theory of extremal dynamics with quenched disorder: Invasion percolation and related models
Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics (1996)
Cafiero, R. | Gabrielli, A. | Marsili, M. | Pietronero, L.
Journal article
1996
Probabilistic fragmentation and effective power law
Physical Review Letters (1996)
Marsili, M. | Zhang, Y.-C.
Journal article
1996
Quenched disorder, memory, and self-organization
Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics (1996)
Marsili, M. | Caldarelli, G. | Vendruscolo, M.
Journal article
1995
Glassy solutions of the Kardar-Parisi-Zhang equation
Physical Review Letters (1995)
Moore, M.A. | Blum, T. | Doherty, J.P. | Marsili, M. | Bouchaud, J.-P. | Claudin, P.
Journal article
1994
Renormalization group approach to the self-organization of a simple model of biological evolution
EPL (1994)
Marsili, M.
Journal article
1994
Run time statistics in models of growth in disrrdered media
Journal of Statistical Physics (1994)
Marsili, M.
Journal article
1993
Pair description of the fractional quantum Hall effect with application to edge waves
Physical Review B (1993)
Marsili, M.
Journal article
1992
Mean-field analysis of the equilibrium of patterns growing in a Laplacian field
Journal of Physics A: General Physics (1992)
Marsili, M.
Journal article
1991
Properties of the growth probability for the dielectric breakdown model in cylinder geometry
Physica A: Statistical Mechanics and its Applications (1991)
Marsili, M. | Pietronero, L.
Journal article
1991
The smoothed Laplacian model: A mean field approximation to Laplacian growth
Physica A: Statistical Mechanics and its Applications (1991)
Marsili, M. | Caglioti, E.
Journal article
1991
Universality of growth rules in fractal growth.
EPL (1991)
Angelis, R.D. | Marsili, M. | Pietronero, L. | Vespignani, A. | Wiesmann, H.J.
Journal article
1991
Fixed scale transformation approach to the multifractcal properties of the growth probabilities in the dielectric breakdown model
Physica A: Statistical Mechanics and its Applications (1991)
Marsili, M. | Pietronero, L.
Journal article
Stochastic resetting antiviral therapies prevents drug resistance development: Supplemental Material
parameters ()
Edgar Roldan

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