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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
Lost in Retraining: Closed-Loop Learning and Model Collapse in Exponential Families
Physical Review Letters (2026)
Fariba Jangjoo | Giovanni di Sarra | Matteo Marsili | Yasser Roudi
Preprint
2026
Emergence of information interference in stochastic systems with non-diagonal noise and switching environments
Andrea Marchetti | Daniel Maria Busiello | Giorgio Nicoletti
Preprint
2026
Rare but Resilient: Dispersal diversity buffers species vulnerability
Davide Bernardi | Giorgio Nicoletti | Prajwal Padmanabha | Samir Suweis | Sandro Azaele | Simon A. Levin | Andrea Rinaldo | Amos Maritan
Journal article
2026
Cultural tightness and social cohesion under coevolving beliefs, behaviors, and preferences
Proceedings of the National Academy of Sciences (2026)
Filippo Zimmaro | Jacopo Grilli | Mirta Galesic | Alexander J. Stewart
Journal article
2026
Thermodynamic Signatures of Sensing and Amplification by Periodically Driven Hair-Cell Bundles
PRX Life (2026)
Yanathip Thipmaungprom | Laila Saliekh | Rodrigo Alonso | Édgar Roldán | Florian Berger | Roman Belousov
Preprint
2026
Pulse desynchronization of neural populations by targeting the centroid of the limit cycle in phase space
Ramón Guevara | Marco Zenari | Giorgio Nicoletti | Elisa Marini | Samir Suweis | Sandro Azaele | Marco Formentin
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
Journal article
2026
Modeling spatial synchronization of predator-prey oscillations via the XY model under demographic stochasticity and migration
Physical Review E (2026)
Solmaz Golmohammadi | Mina Zarei | Jacopo Grilli
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
From entropic constraints to reinforced processes: a probabilistic origin of multiscale measures
Francesco Camilli | Pierluigi Contucci | Emanuele Mingione

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All publications
Journal article
2023
Optimal tracking strategies in a turbulent flow
Communications Physics (2023)
Chiara Calascibetta | Luca Biferale | Francesco Borra | Antonio Celani | Massimo Cencini
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
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
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
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
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
2023
Stable cooperation emerges in stochastic multiplicative growth
Physical Review E (2023)
Lorenzo Fant | Onofrio Mazzarisi | Emanuele Panizon | Jacopo Grilli
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
Journal article
2022
Information-driven transitions in projections of underdamped dynamics
Physical Review E (2022)
Giorgio Nicoletti | Amos Maritan | Daniel Maria Busiello
Preprint
2022
Mutual information in changing environments: non-linear interactions, out-of-equilibrium systems, and continuously-varying diffusivities
Giorgio Nicoletti | Daniel Maria Busiello
Journal article
2022
Criticality and network structure drive emergent oscillations in a stochastic whole-brain model
Journal of Physics: Complexity (2022)
Giacomo Barzon | Giorgio Nicoletti | Benedetta Mariani | Marco Formentin | Samir Suweis
Preprint
2022
Information-driven transitions in projections of underdamped dynamics
Giorgio Nicoletti | Amos Maritan | Daniel M. Busiello
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.
Preprint
2022
Optimal policies for Bayesian olfactory search in turbulent flows
Robin A. Heinonen | Luca Biferale | Antonio Celani | Massimo Vergassola
Preprint
2022
Matrix factorization with neural networks
Francesco Camilli | Marc Mézard
Journal article
2022
An inference problem in a mismatched setting: a spin-glass model with Mattis interaction
SciPost Physics (2022)
Francesco Camilli
Preprint
2022
Bayes-optimal limits in structured PCA, and how to reach them
Jean Barbier | Francesco Camilli | Marco Mondelli | Manuel Saenz
Preprint
2022
Martingales for physicists: A treatise on stochastic thermodynamics and beyond
Édgar Roldán | Izaak Neri | Raphael Chetrite | Shamik Gupta | Simone Pigolotti | Frank Jülicher | Ken Sekimoto
Journal article
2022
Seed banks alter the molecular evolutionary dynamics of <i>Bacillus subtilis</i>
Genetics (2022)
William R. Shoemaker | Evgeniya Polezhaeva | Kenzie B Givens | Jay T. Lennon
Journal article
2022
An experimental test of disease resistance function in the skin-associated bacterial communities of three tropical amphibian species
FEMS Microbiology Ecology (2022)
Myra Hughey | Eria A Rebollar | Reid N Harris | Roberto Ibáñez | Stephen C Loftus | Leanna L House | Kevin P C Minbiole | Molly C Bletz | Daniel Medina | William R. Shoemaker | Meredith C Swartwout | Lisa K Belden
Journal article
2022
Predicting Parallelism and Quantifying Divergence in Microbial Evolution Experiments
mSphere (2022)
William R. Shoemaker | Jay T. Lennon

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