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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
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
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
Preprint
2022
Martingales for Physicists
Édgar Roldán | Izaak Neri | Raphael Chetrite | Shamik Gupta | Simone Pigolotti | Frank Jülicher | Ken Sekimoto
Preprint
2022
Stochastic resets in the context of a tight-binding chain driven by an oscillating field
Sushanta Dattagupta | Debraj Das | Shamik Gupta
Preprint
2022
Dynamics of lattice random walk within regions composed of different media and interfaces
Debraj Das | Luca Giuggioli

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All publications
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
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
Preprint
2022
Martingales for Physicists
Édgar Roldán | Izaak Neri | Raphael Chetrite | Shamik Gupta | Simone Pigolotti | Frank Jülicher | Ken Sekimoto
Preprint
2022
Stochastic resets in the context of a tight-binding chain driven by an oscillating field
Sushanta Dattagupta | Debraj Das | Shamik Gupta
Preprint
2022
Dynamics of lattice random walk within regions composed of different media and interfaces
Debraj Das | Luca Giuggioli
Preprint
2022
Discrete space-time resetting model: Application to first-passage and transmission statistics
Debraj Das | Luca Giuggioli
Journal article
2022
Diversity patterns and speciation processes in a two-island system with continuous migration
ArXiv (2022)
Princepe, Debora | Czarnobai, Simone | M. Pradella, Thiago | A. Caetano, Rodrigo | M. D. Marquitti, Flavia | A. M. de Aguiar, Marcus | B. L. Araujo, Sabrina
Journal article
2022
Mito-nuclear selection induces a trade-off between species ecological dominance and evolutionary lifespan
Nature Ecology & Evolution (2022)
Débora Princepe | Marcus A. M. de Aguiar | Joshua B. Plotkin
Preprint
2022
Diversity patterns and speciation processes in a two-island system with continuous migration
Débora Princepe | Simone Czarnobai | Thiago M. Pradella | Rodrigo A. Caetano | Flavia M. D. Marquitti | Marcus A. M. de Aguiar | Sabrina B. L. Araujo
Journal article
2022
Diversity patterns and speciation processes in a two‐island system with continuous migration
Evolution (2022)
Débora Princepe | Simone Czarnobai | Thiago M. Pradella | Rodrigo A. Caetano | Flavia M. D. Marquitti | Marcus A. M. de Aguiar | Sabrina B. L. Araujo
Journal article
2022
Reinforcement learning for pursuit and evasion of microswimmers at low Reynolds number
Physical Review Fluids (2022)
Borra, F. | Biferale, L. | Cencini, M. | Celani, A.
Journal article
2022
Sticky Issues in Turbulent Transport
Annales Henri Poincare (2022)
Celani, A. | Reddy, G. | Vergassola, M.
Journal article
2022
Discrete space-time resetting model: application to first-passage and transmission statistics
Journal of Physics A: Mathematical and Theoretical (2022)
Debraj Das | Luca Giuggioli
Journal article
2022
Stochastic resets in the context of a tight-binding chain driven by an oscillating field
Journal of Statistical Mechanics: Theory and Experiment (2022)
Sushanta Dattagupta | Debraj Das | Shamik Gupta
Journal article
2022
Quantum unitary evolution interspersed with repeated non-unitary interactions at random times: the method of stochastic Liouville equation, and two examples of interactions in the context of a tight-binding chain
Journal of Statistical Mechanics: Theory and Experiment (2022)
Debraj Das | Sushanta Dattagupta | Shamik Gupta
Journal article
2022
Quantum random walk and tight-binding model subject to projective measurements at random times
Journal of Statistical Mechanics: Theory and Experiment (2022)
Debraj Das | Shamik Gupta
Preprint
2022
Optimizing Airborne Wind Energy with Reinforcement Learning
The European Physical Journal E (2022)
N. Orzan | C. Leone | A. Mazzolini | J. Oyero | A. Celani
Journal article
2022
A random energy approach to deep learning
Journal of Statistical Mechanics: Theory and Experiment (2022)
Xie, R. | Marsili, M.
Journal article
2022
Quantifying relevance in learning and inference
Physics Reports (2022)
Marsili, M. | Roudi, Y.
Preprint
2022
Data-driven emergence of convolutional structure in neural networks
Alessandro Ingrosso | Sebastian Goldt
Journal article
2022
Input correlations impede suppression of chaos and learning in balanced firing-rate networks
PLOS Computational Biology (2022)
Rainer Engelken | Alessandro Ingrosso | Ramin Khajeh | Sven Goedeke | L. F. Abbott
Journal article
2022
Data-driven emergence of convolutional structure in neural networks
Proceedings of the National Academy of Sciences (2022)
Alessandro Ingrosso | Sebastian Goldt
Journal article
2022
What to Learn from a Few Visible Transitions’ Statistics?
Physical Review X (2022)
Pedro E. Harunari | Annwesha Dutta | Matteo Polettini | Édgar Roldán

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