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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
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
Preprint
2024
On the phase diagram of extensive-rank symmetric matrix denoising beyond rotational invariance
Jean Barbier | Francesco Camilli | Justin Ko | Koki Okajima
Journal article
2024
Tuning Transduction from Hidden Observables to Optimize Information Harvesting
Physical Review Letters (2024)
Giorgio Nicoletti | Daniel Maria Busiello
Preprint
2024
Information propagation in Gaussian processes on multilayer networks
Giorgio Nicoletti | Daniel Maria Busiello
Journal article
2024
Information Propagation in Multilayer Systems with Higher-Order Interactions across Timescales
Physical Review X (2024)
Giorgio Nicoletti | Daniel Maria Busiello
Preprint
2024
Tuning transduction from hidden observables to optimize information harvesting
Giorgio Nicoletti | Daniel Maria Busiello
Preprint
2024
Multiscale nonlinear integration drives accurate encoding of input information
Giorgio Nicoletti | Daniel M. Busiello

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All publications
Journal article
2018
Self-Sustained Laser Pulsation in Active Optomechanical Devices
IEEE Photonics Journal (2018)
Debora Princepe | Gustavo S. Wiederhecker | Ivan Favero | Newton C. Frateschi
Journal article
2018
Exact and Efficient Sampling of Conditioned Walks
JOURNAL OF STATISTICAL PHYSICS (2018)
Antonio Celani
Journal article
2018
Exploring the function of bacterial chemotaxis
CURRENT OPINION IN MICROBIOLOGY (2018)
Antonio Celani
Journal article
2018
Glider soaring via reinforcement learning in the field
NATURE (2018)
Antonio Celani
Journal article
2018
Smart inertial particles
PHYSICAL REVIEW FLUIDS (2018)
Antonio Celani
Journal article
2018
Exact correlations in the nonequilibrium stationary state of the noisy Kuramoto model
Journal of Physics A: Mathematical and Theoretical (2018)
Debraj Das
Preprint
2018
Chemotaxis emerges as the optimal solution to cooperative search games
PHYSICAL REVIEW E (2018)
Alberto Pezzotta | Matteo Adorisio | Antonio Celani
Journal article
2018
Resolution and relevance trade-offs in deep learning
Journal of Statistical Mechanics: Theory and Experiment (2018)
Song, J. | Marsili, M. | Jo, J.
Preprint
2018
Training dynamically balanced excitatory-inhibitory networks
Alessandro Ingrosso | L. F. Abbott
Journal article
2018
From statistical inference to a differential learning rule for stochastic neural networks
Interface Focus (2018)
Saglietti, L. | Gerace, F. | Ingrosso, A. | Baldassi, C. | Zecchina, R.
Preprint
2018
Quantifying entropy production in active fluctuations of the hair-cell bundle from time irreversibility and uncertainty relations
Édgar Roldán | Jérémie Barral | Pascal Martin | Juan M. R. Parrondo | Frank Jülicher
Preprint
2018
Martingale theory for housekeeping heat
Raphael Chetrite | Shamik Gupta | Izaak Neri | Édgar Roldán
Preprint
2018
Universal First-Passage-Time Distribution of Non-Gaussian Currents
Shilpi Singh | Paul Menczel | Dmitry S. Golubev | Ivan M. Khaymovich | Joonas T. Peltonen | Christian Flindt | Keiji Saito | Édgar Roldán | Jukka P. Pekola
Journal article
2018
Arcsine laws in stochastic thermodynamics
Physical review letters (2018)
Edgar Roldan
Journal article
2018
EXACT CALCULATIONS OF FIRST-PASSAGE QUANTITIES ON A CLASS OF WEIGHTED TREE-LIKE FRACTAL NETWORKS
Edgar Roldan
Journal article
2018
Multiplex decomposition of non-Markovian dynamics and the hidden layer reconstruction problem
Physical Review X (2018)
Edgar Roldan
Journal article
2018
Testing optimality of sequential decision-making
arXiv preprint arXiv:1801.01574 (2018)
Edgar Roldan
Journal article
2018
Concurrent processes set E. coli cell division
Science Advances (2018)
Gabriele Micali | Jacopo Grilli | Matteo Osella | Marco Cosentino Lagomarsino
Journal article
2018
Coexistence of many species in random ecosystems
Nature Ecology & Evolution (2018)
Carlos A. Serván | José A. Capitán | Jacopo Grilli | Kent E. Morrison | Stefano Allesina
Journal article
2018
Minimum Description Length codes are critical
Entropy (2018)
Cubero, R.J. | Marsili, M. | Roudi, Y.
Journal article
2018
The stochastic complexity of spin models: Are pairwise models really simple?
Entropy (2018)
Beretta, A. | Battistin, C. | de Mulatier, C. | Mastromatteo, I. | Marsili, M.
Journal article
2017
Whole-Genome Sequence of the Soil Bacterium
<i>Micrococcus</i>
sp. KBS0714
Genome Announcements (2017)
V. Kuo | W. R. Shoemaker | M. E. Muscarella | J. T. Lennon
Journal article
2017
A macroecological theory of microbial biodiversity
Nature Ecology &amp; Evolution (2017)
William R. Shoemaker | Kenneth J. Locey | Jay T. Lennon
Journal article
2017
Cell-size distribution in epithelial tissue formation and homeostasis
JOURNAL OF THE ROYAL SOCIETY INTERFACE (2017)
Antonio Celani
Journal article
2017
Finding efficient swimming strategies in a three-dimensional chaotic
flow by reinforcement learning
EUROPEAN PHYSICAL JOURNAL E (2017)
Antonio Celani
Journal article
2017
From conformational spread to allosteric and cooperative models of E.
coli flagellar motor
JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT (2017)
Antonio Celani
Journal article
2017
Multiple-scale stochastic processes: Decimation, averaging and beyond
PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS (2017)
Antonio Celani
Preprint
2017
Flow Navigation by Smart Microswimmers via Reinforcement Learning
PHYSICAL REVIEW LETTERS (2017)
Simona Colabrese | Kristian Gustavsson | Antonio Celani | Luca Biferale
Preprint
2017
Arcsine Laws in Stochastic Thermodynamics
Andre C. Barato | Édgar Roldán | Ignacio A. Martínez | Simone Pigolotti
Preprint
2017
Generic Properties of Stochastic Entropy Production
Simone Pigolotti | Izaak Neri | Édgar Roldán | Frank Jülicher

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