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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
2026
Eco-evolutionary dynamics lead to functionally robust and redundant communities
PLOS Computational Biology (2026)
Lorenzo Fant | Chih-hao Hsieh | Iuri Macocco | Jacopo Grilli
Preprint
2026
Dispersal diversity buffers species vulnerability to local extinction
Davide Bernardi | Giorgio Nicoletti | Prajwal Padmanabha | Samir Suweis | Sandro Azaele | Simon A. Levin | Andrea Rinaldo | Amos Maritan
Journal article
2026
Generalized Scaling of Blue Metabolism in River Basins
Water Resources Research (2026)
G. Nicoletti | E. Bertuzzo | P. Padmanabha | F. Bassani | S. Bonetti | A. Maritan | A. Rinaldo
Journal article
2026
Green engines powered by granules with a microscopic Brownian soul
Newton (2026)
Rafna Rafeek | Édgar Roldán
Journal article
2026
Lost in Retraining: Closed-Loop Learning and Model Collapse in Exponential Families
Physical Review Letters (2026)
Fariba Jangjoo | Giovanni di Sarra | Matteo Marsili | Yasser Roudi
Preprint
2026
Emergence of information interference in stochastic systems with non-diagonal noise and switching environments
Andrea Marchetti | Daniel Maria Busiello | Giorgio Nicoletti
Preprint
2026
Rare but Resilient: Dispersal diversity buffers species vulnerability
Davide Bernardi | Giorgio Nicoletti | Prajwal Padmanabha | Samir Suweis | Sandro Azaele | Simon A. Levin | Andrea Rinaldo | Amos Maritan
Journal article
2026
Cultural tightness and social cohesion under coevolving beliefs, behaviors, and preferences
Proceedings of the National Academy of Sciences (2026)
Filippo Zimmaro | Jacopo Grilli | Mirta Galesic | Alexander J. Stewart
Journal article
2026
Thermodynamic Signatures of Sensing and Amplification by Periodically Driven Hair-Cell Bundles
PRX Life (2026)
Yanathip Thipmaungprom | Laila Saliekh | Rodrigo Alonso | Édgar Roldán | Florian Berger | Roman Belousov
Preprint
2026
Pulse desynchronization of neural populations by targeting the centroid of the limit cycle in phase space
Ramón Guevara | Marco Zenari | Giorgio Nicoletti | Elisa Marini | Samir Suweis | Sandro Azaele | Marco Formentin
Journal article
2026
Data-Driven Modeling and Classification of Brain Blood-Flow Pathologies
AI (2026)
Irem Topal | Alexander Cherevko | Yuriy Bugai | Maxim Shishlenin | Jean Barbier | Deniz Eroglu | Édgar Roldán | Roman Belousov
Preprint
2026
Stochastic modeling of long-legged ant A. gracilipes locomotion in laboratory experiments
Jack Featherstone | Anouk Béraud | Meta Virant-Doberlet | Antonio Celani | Mahesh Bandi

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All publications
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
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
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
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 ...
Journal article
2018
Evolution with a seed bank: The population genetic consequences of microbial dormancy
Evolutionary Applications (2018)
William R. Shoemaker | Jay T. Lennon
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
Smart inertial particles
PHYSICAL REVIEW FLUIDS (2018)
Antonio Celani
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
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
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
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
Journal article
2018
Testing optimality of sequential decision-making
arXiv preprint arXiv:1801.01574 (2018)
Edgar Roldan
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

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