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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
Statistical mechanics of extensive-width Bayesian neural networks near interpolation
Jean Barbier | Francesco Camilli | Minh-Toan Nguyen | Mauro Pastore | Rudy Skerk
Journal article
2025
Bayesian inference of minimally complex models with interactions of arbitrary order
Physical Review E (2025)
Clélia de Mulatier | Matteo Marsili
Preprint
2025
Information-theoretic reduction of deep neural networks to linear models in the overparametrized proportional regime
Francesco Camilli | Daria Tieplova | Eleonora Bergamin | Jean Barbier
Preprint
2025
The need for statistical physics in Africa: perspective and an illustration in drug delivery problems
Mtabazi G. Sahini | Isaac Onoka | Said A. H. Vuai | Édgar Roldán | Hulda S. Swai | Daniel M. Shadrack
Journal article
2025
Limit Theorems for the Non-Convex Multispecies Curie–Weiss Model
Mathematics (2025)
Francesco Camilli | Emanuele Mingione | Godwin Osabutey
Preprint
2025
Optimal generalisation and learning transition in extensive-width shallow neural networks near interpolation
Jean Barbier | Francesco Camilli | Minh-Toan Nguyen | Mauro Pastore | Rudy Skerk
Journal article
2025
Incoherent feedback from coupled amino acids and ribosome pools generates damped oscillations in growing E. coli
Nature Communications (2025)
Rossana Droghetti | Philippe Fuchs | Ilaria Iuliani | Valerio Firmano | Giorgio Tallarico | Ludovico Calabrese | Jacopo Grilli | Bianca Sclavi | Luca Ciandrini | Marco Cosentino Lagomarsino
Preprint
2025
Limit theorems for the non-convex multispecies Curie-Weiss model
Francesco Camilli | Emanuele Mingione | Godwin Osabutey
Journal article
2025
Three-state random energy model
Physical Review E (2025)
Sumedha | Matteo Marsili
Preprint
2025
Optimal generalisation and learning transition in extensive-width shallow neural networks near interpolation
Jean Barbier | Francesco Camilli | Minh-Toan Nguyen | Mauro Pastore | Rudy Skerk
Journal article
2025
Information limits and Thouless-Anderson-Palmer equations for spiked matrix models with structured noise
Physical Review Research (2025)
Jean Barbier | Francesco Camilli | Yizhou Xu | Marco Mondelli
Journal article
2025
Run-and-Tumble Exact Work Statistics in a Lazy Quantum Measurement Engine: Stochastic Information Processing
Physical Review Letters (2025)
Léa Bresque | Debraj Das | Édgar Roldán

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All publications
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.
Journal article
2021
Epidemic mitigation by statistical inference from contact tracing data
Proceedings of the National Academy of Sciences of the United States of America (2021)
Baker, A. | Biazzo, I. | Braunstein, A. | Catania, G. | Dall'Asta, L. | Ingrosso, A. | Krzakala, F. | Mazza, F. | Mézard, M. | Muntoni, A.P. | Refinetti, M. | Mannelli, S.S. | Zdeborová, L.
Preprint
2021
Learning the Hydrophilic, Hydrophobic and Aromatic Character of Amino Acids from their Interfacial Thermal Conductance in Water
Heydar Hamzi | Ali Rajabpour | Édgar Roldán | Ali Hassanali
Journal article
2021
Modelling strategies to organize healthcare workforce during pandemics: application to COVID-19
Journal of theoretical biology (2021)
Edgar Roldan
Journal article
2021
Phospholipids dock SARS-CoV-2 spike protein via hydrophobic interactions: a minimal in-silico study of lecithin nasal spray therapy
The European Physical Journal E (2021)
Edgar Roldan
Journal article
2021
Quantifying entropy production in active fluctuations of the hair-cell bundle from time irreversibility and uncertainty relations
New Journal of Physics (2021)
Edgar Roldan
Journal article
2021
Regular testing of asymptomatic healthcare workers identifies cost-efficient SARS-CoV-2 preventive measures
PloS one (2021)
Edgar Roldan
Journal article
2021
Thermodynamics of gambling demons
Physical Review Letters (2021)
Edgar Roldan
Journal article
2021
Energetics of critical oscillators in active bacterial baths
Journal of Physics A: Mathematical and Theoretical (2021)
Edgar Roldan
Journal article
2021
Adaptive path interpolation method for sparse systems: Application to a censored block model
IEEE Transactions on Information Theory (2021)
Barbier, J. | Chan, C.L. | Macris, N.
Journal article
2021
A macroecological description of alternative stable states reproduces intra- and inter-host variability of gut microbiome
Science Advances (2021)
Silvia Zaoli | Jacopo Grilli
Journal article
2021
Threshold accumulation of a constitutive protein explains E. coli cell-division behavior in nutrient upshifts
Proceedings of the National Academy of Sciences (2021)
Mia Panlilio | Jacopo Grilli | Giorgio Tallarico | Ilaria Iuliani | Bianca Sclavi | Pietro Cicuta | Marco Cosentino Lagomarsino

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