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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
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
Book
2025
Lectures on probability, information and large scale behaviour
Matteo Marsili
Journal article
2025
Finite-size scaling of survival statistics in metapopulation models
Physical Review E (2025)
Alice Doimo | Giorgio Nicoletti | Davide Bernardi | Prajwal Padmanabha
Preprint
2025
Learning to flock in open space by avoiding collisions and staying together
Martino Brambati | Antonio Celani | Marco Gherardi | Francesco Ginelli
Preprint
2025
The pursuit of happiness
Debora Princepe | Onofrio Mazzarisi | Erol Akcay | Simon A. Levin | Matteo Marsili
Preprint
2025
Statistical mechanics of extensive-width Bayesian neural networks near interpolation
Jean Barbier | Francesco Camilli | Minh-Toan Nguyen | Mauro Pastore | Rudy Skerk

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All publications
Journal article
2022
Optimal information usage in binary sequential hypothesis testing
Theory of Probability and Its Applications (2022)
Edgar Roldan
Journal article
2022
Statistical physics of inhomogeneous transport: Unification of diffusion laws and inference from first-passage statistics
Physical Review E (2022)
Edgar Roldan
Journal article
2022
Survival and extreme statistics of work, heat, and entropy production in steady-state heat engines
Physical Review E (2022)
Edgar Roldan
Journal article
2022
Learning the Hydrophobic, Hydrophilic, and Aromatic Character of Amino Acids from Thermal Relaxation and Interfacial Thermal Conductance
The Journal of Physical Chemistry B (2022)
Edgar Roldan
Journal article
2022
The impact of memory on learning sequence-to-sequence tasks
arXiv preprint arXiv:2205.14683 (2022)
Edgar Roldan
Journal article
2022
Martingales for Physicists
arXiv preprint arXiv:2210.09983 (2022)
Edgar Roldan
Journal article
2022
What to learn from few visible transitions' statistics?
arXiv preprint arXiv:2203.07427 (2022)
Edgar Roldan
Journal article
2022
Modeling Active Non-Markovian Oscillations
Phys. Rev. Lett. (2022)
Edgar Roldan
Preprint
2022
Stable cooperation emerges in stochastic multiplicative growth
Physical Review E (2022)
Lorenzo Fant | Onofrio Mazzarisi | Emanuele Panizon | Jacopo Grilli
Journal article
2022
Protein degradation sets the fraction of active ribosomes at vanishing growth
PLOS Computational Biology (2022)
Ludovico Calabrese | Oleg A Igoshin | Jacopo Grilli | Matteo Osella | Christopher P. Kempes | Marco Cosentino Lagomarsino | Luca Ciandrini
Journal article
2022
The stochastic logistic model with correlated carrying capacities reproduces beta-diversity metrics of microbial communities
PLOS Computational Biology (2022)
Silvia Zaoli | Tobias Bollenbach | Jacopo Grilli
Journal article
2022
ppGpp is a bacterial cell size regulator
Current Biology (2022)
Ferhat Büke | Jacopo Grilli | Marco Cosentino Lagomarsino | Gregory Bokinsky | Sander J. Tans
Preprint
2021
Disentangling the critical signatures of neural activity
Benedetta Mariani | Giorgio Nicoletti | Marta Bisio | Marta Maschietto | Stefano Vassanelli | Samir Suweis
Preprint
2021
Mutual information disentangles interactions from changing environments
Giorgio Nicoletti | Daniel Maria Busiello
Journal article
2021
Mutual Information Disentangles Interactions from Changing Environments
Physical Review Letters (2021)
Giorgio Nicoletti | Daniel Maria Busiello
Preprint
2021
The emergence of scale-free fires in Australia
Giorgio Nicoletti | Leonardo Saravia | Fernando Momo | Amos Maritan | Samir Suweis
Journal article
2021
Neuronal Avalanches Across the Rat Somatosensory Barrel Cortex and the Effect of Single Whisker Stimulation
Frontiers in Systems Neuroscience (2021)
Mariani, B. | Nicoletti, G. | Bisio, M. | Maschietto, M. | Oboe, R. | Leparulo, A. | Suweis, S. | Vassanelli, S.
Journal article
2021
A Statistical Physics approach to a multi-channel Wigner spiked model
Europhysics Letters (2021)
Diego Alberici | Francesco Camilli | Pierluigi Contucci | Emanuele Mingione
Journal article
2021
The Solution of the Deep Boltzmann Machine on the Nishimori Line
Communications in Mathematical Physics (2021)
Diego Alberici | Francesco Camilli | Pierluigi Contucci | Emanuele Mingione
Journal article
2021
The Multi-species Mean-Field Spin-Glass on the Nishimori Line
Journal of Statistical Physics (2021)
Francesco Camilli
Preprint
2021
An inference problem in a mismatched setting: a spin-glass model with Mattis interaction
Francesco Camilli | Pierluigi Contucci | Emanuele Mingione
Journal article
2021
Molecular Evolutionary Dynamics of Energy Limited Microorganisms
Molecular Biology and Evolution (2021)
William R. Shoemaker | Evgeniya Polezhaeva | Kenzie B Givens | Jay T Lennon
Journal article
2021
Microbial population dynamics and evolutionary outcomes under extreme energy limitation
Proceedings of the National Academy of Sciences (2021)
William R. Shoemaker | Stuart E. Jones | Mario E. Muscarella | Megan Behringer | Brent K. Lehmkuhl | Jay T. Lennon
Preprint
2021
Quantum random walk and tight-binding model subject to projective measurements at random times
Debraj Das | Shamik Gupta
Preprint
2021
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
Debraj Das | Sushanta Dattagupta | Shamik Gupta
Journal article
2021
Optimal collision avoidance in swarms of active Brownian particles
JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT (2021)
Antonio Celani
Journal article
2021
The rise and fall of hubs in self-organized critical learning networks
Journal of Statistical Mechanics: Theory and Experiment (2021)
Roy, A. | Di Santo, S. | Marsili, M.
Journal article
2021
Information thermodynamics of financial markets: The Glosten-Milgrom model
Journal of Statistical Mechanics: Theory and Experiment (2021)
Touzo, L. | Marsili, M. | Zagier, D.
Journal article
2021
Maximal relevance and optimal learning machines
Journal of Statistical Mechanics: Theory and Experiment (2021)
Duranthon, O. | Marsili, M. | Xie, R.
Journal article
2021
Optimal work extraction and mutual information in a generalized Szilárd engine
Physical Review E (2021)
Song, J. | Still, S. | Díaz Hernández Rojas, R. | Pérez Castillo, I. | Marsili, M.

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