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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
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
Journal article
2025
Optimal trajectories for Bayesian olfactory search in turbulent flows: The low information limit and beyond
Physical Review Fluids (2025)
R. A. Heinonen | L. Biferale | A. Celani | M. Vergassola
Journal article
2025
Exploring Bayesian olfactory search in realistic turbulent flows
Physical Review Fluids (2025)
R. A. Heinonen | L. Biferale | A. Celani | M. Vergassola
Preprint
2025
Exploring the conditions for sustainability with open-ended innovation
Debora Princepe | Cristobal Quiñinao | Cristina Díaz Faloh | Pablo A. Marquet | Matteo Marsili
Preprint
2025
Plasticity-induced multistability on fast and slow timescales enables optimal information encoding and spontaneous sequence discrimination
Giacomo Barzon | Daniel M. Busiello | Giorgio Nicoletti
Journal article
2025
Optimal switching strategies in multidrug therapies for chronic diseases
Physical Review E (2025)
Juan Magalang | Javier Aguilar | Jose Perico Esguerra | Édgar Roldán | Daniel Sanchez-Taltavull
Preprint
2025
Stochastic processes with multiple temporal scales: timescale separation and information
Giorgio Nicoletti | Daniel M. Busiello
Journal article
2025
The effect of demographic stochasticity on predatory–prey oscillations
The European Physical Journal Plus (2025)
Solmaz Golmohammadi | Mina Zarei | Jacopo Grilli
Preprint
2025
Evolutionary learning of microbial populations in partially predictable environments
Roaa Mohmmed Yagb Omer | Onofrio Mazzarisi | Martina Dal Bello | Jacopo Grilli
Journal article
2025
Exactly solvable diffusions from space-time transformations
New Journal of Physics (2025)
Costantino Di Bello | Édgar Roldán | Ralf Metzler

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All publications
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
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
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
Bollettino dell'Unione Matematica Italiana (2023)
Francesco Camilli | Daria Tieplova | Jean Barbier
Preprint
2023
Central limit theorem for the overlaps on the Nishimori line
Francesco Camilli | Pierluigi Contucci | Emanuele Mingione
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
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
The effect of demographic stochasticity on predatory-prey oscillations
Solmaz Golmohammadi | Mina Zarei | Jacopo Grilli
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
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
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
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
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
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
Journal article
2023
Optimal policies for Bayesian olfactory search in turbulent flows
Physical Review E (2023)
Heinonen, R.A. | Biferale, L. | Celani, A. | Vergassola, M.
Journal article
2023
Taming Lagrangian chaos with multi-objective reinforcement learning
European Physical Journal E (2023)
Calascibetta, C. | Biferale, L. | Borra, F. | Celani, A. | Cencini, M.
Journal article
2023
Keystone intransitive loops
Proceedings of the National Academy of Sciences (2023)
Jacopo Grilli
Journal article
2023
Dynamics of lattice random walk within regions composed of different media and interfaces
Journal of Statistical Mechanics: Theory and Experiment (2023)
Debraj Das | Luca Giuggioli
Journal article
2022
Disentangling the critical signatures of neural activity
Scientific Reports (2022)
Mariani, B. | Nicoletti, G. | Bisio, M. | Maschietto, M. | Vassanelli, S. | Suweis, S.
Journal article
2022
Mutual information in changing environments: Nonlinear interactions, out-of-equilibrium systems, and continuously varying diffusivities
Physical Review E (2022)
Giorgio Nicoletti | Daniel Maria Busiello

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