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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
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
Journal article
2025
Enhancing collaboration in uncertain environment: Multi-Agent Reinforcement Learning for underwater monitoring
Expert Systems with Applications (2025)
Alberto Luvisutto | Antonio Celani | Federico Renda | Cesare Stefanini | Giulia De Masi

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All publications
Journal article
2020
Modeling Mito-nuclear Compatibility and its Role in Species Identification
Systematic Biology (2020)
Debora Princepe
Journal article
2020
Optimal navigation and behavioural traits in oceanic migrations
THEORETICAL ECOLOGY (2020)
Antonio Celani
Journal article
2020
Generosity, selfishness and exploitation as optimal greedy strategies
for resource sharing
JOURNAL OF THEORETICAL BIOLOGY (2020)
Antonio Celani
Journal article
2020
OLFACTORY NAVIGATION Tempo is the key
ELIFE (2020)
Antonio Celani
Journal article
2020
Multiscale relevance and informative encoding in neuronal spike trains
Journal of Computational Neuroscience (2020)
Cubero, R.J. | Marsili, M. | Roudi, Y.
Journal article
2020
On the effectiveness of the scientific peer-review system: a case study of the Journal of High Energy Physics
International Journal on Digital Libraries (2020)
Sikdar, S. | Tehria, P. | Marsili, M. | Ganguly, N. | Mukherjee, A.
Journal article
2020
On the importance of being critical
Europhysics News (2020)
Marsili, M.
Journal article
2020
Unsupervised ranking of clustering algorithms by INFOMAX
PLoS ONE (2020)
Sikdar, S. | Mukherjee, A. | Marsili, M.
Preprint
2020
Optimal Learning with Excitatory and Inhibitory synapses
Alessandro Ingrosso
Journal article
2020
A Disinhibitory Circuit for Contextual Modulation in Primary Visual Cortex
Neuron (2020)
Keller, A.J. | Dipoppa, M. | Roth, M.M. | Caudill, M.S. | Ingrosso, A. | Miller, K.D. | Scanziani, M.
Journal article
2020
Optimal learning with excitatory and inhibitory synapses
PLoS Computational Biology (2020)
Ingrosso, A.
Preprint
2020
Energetics of critical oscillators in active bacterial baths
Ashwin Gopal | Édgar Roldán | Stefano Ruffo
Preprint
2020
Stochastic resetting antiviral therapies prevents drug resistance development
Angelo Marco Ramoso | Juan Antonio Magalang | Daniel Sánchez-Taltavull | Jose Perico Esguerra | Édgar Roldán
Preprint
2020
Optimal Work Extraction and the Minimum Description Length Principle
Léo Touzo | Matteo Marsili | Neri Merhav | Édgar Roldán
Preprint
2020
Thermodynamics of Gambling Demons
Gonzalo Manzano | Diego Subero | Olivier Maillet | Rosario Fazio | Jukka P. Pekola | Édgar Roldán
Preprint
2020
First-passage Fingerprints of Water Diffusion near Glutamine Surfaces
Roman Belousov | Muhammad Nawaz Qaisrani | Ali Hassanali | Édgar Roldán
Preprint
2020
Controlling particle currents with evaporation and resetting from an interval
Gennaro Tucci | Andrea Gambassi | Shamik Gupta | Édgar Roldán
Journal article
2020
Stochastic thermodynamics: experiment and theory
Journal of Statistical Mechanics: Theory and Experiment (2020)
Edgar Roldan
Journal article
2020
Controlling particle currents with evaporation and resetting from an interval
Physical Review Research (2020)
Edgar Roldan
Journal article
2020
Extreme-value statistics of stochastic transport processes
New Journal of Physics (2020)
Edgar Roldan
Journal article
2020
First-passage Fingerprints of Water Diffusion near Glutamine Surfaces
Soft Matter (2020)
Edgar Roldan
Journal article
2020
Optimal work extraction and the minimum description length principle
Journal of Statistical Mechanics: Theory and Experiment (2020)
Edgar Roldan
Journal article
2020
Stochastic resetting antiviral therapies prevent drug resistance development
Europhysics Letters (2020)
Edgar Roldan
Journal article
2020
Mutual Information and Optimality of Approximate Message-Passing in Random Linear Estimation
IEEE Transactions on Information Theory (2020)
Jean Barbier
Journal article
2020
Overlap matrix concentration in optimal Bayesian inference
Information and Inference: A Journal of the IMA (2020)
Jean Barbier
Journal article
2020
Blind calibration for compressed sensing: State evolution and an online algorithm
Journal of Physics A: Mathematical and Theoretical (2020)
Gabrié, M. | Barbier, J. | Krzakala, F. | Zdeborová, L.
Journal article
2020
Mutual information for low-rank even-order symmetric tensor estimation
Information and Inference: A Journal of the IMA (2020)
Jean Barbier
Journal article
2020
Concentration of Multi-overlaps for Random Dilute Ferromagnetic Spin Models
Journal of Statistical Physics (2020)
Jean Barbier
Journal article
2020
Macroecological laws describe variation and diversity in microbial communities
Nature Communications (2020)
Jacopo Grilli
Preprint
2019
Critical exponents in mean-field classical spin systems
Yoshiyuki Y. Yamaguchi | Debraj Das | Shamik Gupta

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