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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
Preprint
2019
Quantum Martingale Theory and Entropy Production
Gonzalo Manzano | Rosario Fazio | Édgar Roldán
Preprint
2019
Extreme-Value Statistics of Stochastic Transport Processes: Applications to Molecular Motors and Sports
Alexandre Guillet | Édgar Roldán | Frank Jülicher
Journal article
2019
Universal first-passage-time distribution of non-gaussian currents
Physical review letters (2019)
Edgar Roldan
Journal article
2019
Exact distributions of currents and frenesy for Markov bridges
Physical Review E (2019)
Edgar Roldan
Journal article
2019
Extreme reductions of entropy in an electronic double dot
Physical Review B (2019)
Edgar Roldan
Journal article
2019
Integral fluctuation relations for entropy production at stopping times
Journal of Statistical Mechanics: Theory and Experiment (2019)
Edgar Roldan
Journal article
2019
Martingale theory for housekeeping heat
EPL (Europhysics Letters) (2019)
Edgar Roldan
Journal article
2019
Quantum martingale theory and entropy production
Physical review letters (2019)
Edgar Roldan
Journal article
2019
The adaptive interpolation method: a simple scheme to prove replica formulas in Bayesian inference
Probability Theory and Related Fields (2019)
Jean Barbier
Journal article
2019
The adaptive interpolation method for proving replica formulas. Applications to the Curie–Weiss and Wigner spike models
Journal of Physics A: Mathematical and Theoretical (2019)
Jean Barbier
Journal article
2019
Optimal errors and phase transitions in high-dimensional generalized linear models
Proceedings of the National Academy of Sciences (2019)
Jean Barbier
Journal article
2019
Entropy and mutual information in models of deep neural networks
Journal of Statistical Mechanics: Theory and Experiment (2019)
Jean Barbier
Journal article
2019
The committee machine: computational to statistical gaps in learning a two-layers neural network
Journal of Statistical Mechanics: Theory and Experiment (2019)
Jean Barbier
Journal article
2018
Evolution with a seed bank: The population genetic consequences of microbial dormancy
Evolutionary Applications (2018)
William R. Shoemaker | Jay T. Lennon
Journal article
2018
Evolutionary determinants of genome-wide nucleotide composition
Nature Ecology & Evolution (2018)
Hongan Long | Way Sung | Sibel Kucukyildirim | Emily Williams | Samuel F. Miller | Wanfeng Guo | Caitlyn Patterson | Colin Gregory | Chloe Strauss | Casey Stone | Cécile Berne | David Kysela | William R. Shoemaker | Mario E. Muscarella ...
Preprint
2018
Reconstructing bifurcation behavior of a nonlinear dynamical system by introducing weak noise
Debraj Das | Sayan Roy | Shamik Gupta
Preprint
2018
Exact correlations in the nonequilibrium stationary state of the noisy Kuramoto model
Debraj Das | Shamik Gupta
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

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