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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
2024
The decimation scheme for symmetric matrix factorization
Journal of Physics A: Mathematical and Theoretical (2024)
Francesco Camilli | Marc Mézard
Preprint
2024
Nuclear compensatory evolution driven by mito-nuclear incompatibilities
Débora Princepe | Marcus A. M. de Aguiar
Book
2024
Facets of Noise
Springer International Publishing (2024)
Debraj Das | Shamik Gupta
Journal article
2024
Simplicity science
Indian Journal of Physics (2024)
Matteo Marsili
Preprint
2023
Fundamental limits of overparametrized shallow neural networks for supervised learning
Francesco Camilli | Daria Tieplova | Jean Barbier
Preprint
2023
Central limit theorem for the overlaps on the Nishimori line
Francesco Camilli | Pierluigi Contucci | Emanuele Mingione
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
Proceedings of the National Academy of Sciences (2023)
Jean Barbier | Francesco Camilli | Marco Mondelli | Manuel Sáenz
Journal article
2023
Matrix factorization with neural networks
Physical Review E (2023)
Francesco Camilli | Marc Mézard
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
On the area swept by a biased diffusion till its first-exit time: Martingale approach and gambling opportunities
Yonathan Sarmiento | Debraj Das | Édgar Roldán

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All publications
Preprint
2022
Martingales for Physicists
Édgar Roldán | Izaak Neri | Raphael Chetrite | Shamik Gupta | Simone Pigolotti | Frank Jülicher | Ken Sekimoto
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)
Heydar Hamzi | Ali Rajabpour | Édgar Roldán | Ali Hassanali
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
Journal article
2022
Optimal information usage in binary sequential hypothesis testing
Theory of Probability and Its Applications (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
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
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
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

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