Back

Next

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

Sorry no results

All publications
Preprint
2019
Critical exponents in mean-field classical spin systems
Yoshiyuki Y. Yamaguchi | Debraj Das | Shamik Gupta
Preprint
2019
Relaxation to equilibrium in models of classical spins with long-range interactions
Debraj Das | Shamik Gupta
Journal article
2019
Relaxation to equilibrium in models of classical spins with long-range interactions
Journal of Statistical Mechanics: Theory and Experiment (2019)
Debraj Das
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

Sorry no results