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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
2023
Keystone intransitive loops
Proceedings of the National Academy of Sciences (2023)
Jacopo Grilli
Journal article
2023
Dynamics of lattice random walk within regions composed of different media and interfaces
Journal of Statistical Mechanics: Theory and Experiment (2023)
Debraj Das | Luca Giuggioli
Journal article
2022
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
Journal of Statistical Mechanics: Theory and Experiment (2022)
Debraj Das | Sushanta Dattagupta | Shamik Gupta
Journal article
2022
Quantum random walk and tight-binding model subject to projective measurements at random times
Journal of Statistical Mechanics: Theory and Experiment (2022)
Debraj Das | Shamik Gupta
Journal article
2022
Discrete space-time resetting model: application to first-passage and transmission statistics
Journal of Physics A: Mathematical and Theoretical (2022)
Debraj Das | Luca Giuggioli
Journal article
2022
Stochastic resets in the context of a tight-binding chain driven by an oscillating field
Journal of Statistical Mechanics: Theory and Experiment (2022)
Sushanta Dattagupta | Debraj Das | Shamik Gupta
Preprint
2022
Optimizing Airborne Wind Energy with Reinforcement Learning
N. Orzan | C. Leone | A. Mazzolini | J. Oyero | A. Celani
Journal article
2022
A random energy approach to deep learning
Journal of Statistical Mechanics: Theory and Experiment (2022)
Xie, R. | Marsili, M.
Journal article
2022
Quantifying relevance in learning and inference
Physics Reports (2022)
Marsili, M. | Roudi, Y.
Preprint
2022
Data-driven emergence of convolutional structure in neural networks
Alessandro Ingrosso | Sebastian Goldt
Journal article
2022
Input correlations impede suppression of chaos and learning in balanced firing-rate networks
PLOS Computational Biology (2022)
Rainer Engelken | Alessandro Ingrosso | Ramin Khajeh | Sven Goedeke | L. F. Abbott
Journal article
2022
Data-driven emergence of convolutional structure in neural networks
Proceedings of the National Academy of Sciences (2022)
Alessandro Ingrosso | Sebastian Goldt

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All publications
Journal article
2020
Concentration of Multi-overlaps for Random Dilute Ferromagnetic Spin Models
Journal of Statistical Physics (2020)
Jean Barbier
Journal article
2020
Macroecological laws describe variation and diversity in microbial communities
Nature Communications (2020)
Jacopo Grilli
Journal article
2020
Mutual Information and Optimality of Approximate Message-Passing in Random Linear Estimation
IEEE Transactions on Information Theory (2020)
Jean Barbier
Journal article
2020
Overlap matrix concentration in optimal Bayesian inference
Information and Inference: A Journal of the IMA (2020)
Jean Barbier
Journal article
2020
Blind calibration for compressed sensing: State evolution and an online algorithm
Journal of Physics A: Mathematical and Theoretical (2020)
Gabrié, M. | Barbier, J. | Krzakala, F. | Zdeborová, L.
Journal article
2020
Mutual information for low-rank even-order symmetric tensor estimation
Information and Inference: A Journal of the IMA (2020)
Jean Barbier
Journal article
2019
Critical exponents in mean-field classical spin systems
Physical Review E (2019)
Yoshiyuki Y. Yamaguchi | Debraj Das | Shamik Gupta
Journal article
2019
Relaxation to equilibrium in models of classical spins with long-range interactions
Journal of Statistical Mechanics: Theory and Experiment (2019)
Debraj Das
Journal article
2019
Reconstructing bifurcation behavior of a nonlinear dynamical system by introducing weak noise
Communications in Nonlinear Science and Numerical Simulation (2019)
Debraj Das
Preprint
2019
Collective olfactory search in a turbulent environment
Mihir Durve | Lorenzo Piro | Massimo Cencini | Luca Biferale | Antonio Celani
Preprint
2019
Learning to flock through reinforcement
Mihir Durve | Fernando Peruani | Antonio Celani
Journal article
2019
Common Regulatory Pathways Mediate Activity of MicroRNAs Inducing Cardiomyocyte Proliferation
Cell Reports (2019)
Torrini, C. | Cubero, R.J. | Dirkx, E. | Braga, L. | Ali, H. | Prosdocimo, G. | Gutierrez, M.I. | Collesi, C. | Licastro, D. | Zentilin, L. | Mano, M. | Zacchigna, S. | Vendruscolo, M. | Marsili, M. | Samal, A. | Giacca, M.
Journal article
2019
Lost in diversification,Diversification infidèle
Comptes Rendus Physique (2019)
Bardoscia, M. | d'Arienzo, D. | Marsili, M. | Volpati, V.
Journal article
2019
On the complexity of logistic regression models
Neural Computation (2019)
Bulso, N. | Marsili, M. | Roudi, Y.
Journal article
2019
Statistical criticality arises in most informative representations
Journal of Statistical Mechanics: Theory and Experiment (2019)
Cubero, R.J. | Jo, J. | Marsili, M. | Roudi, Y. | Song, J.
Journal article
2019
The peculiar statistical mechanics of optimal learning machines
Journal of Statistical Mechanics: Theory and Experiment (2019)
Marsili, M.
Journal article
2019
Network reconstruction from infection cascades
Journal of the Royal Society Interface (2019)
Braunstein, A. | Ingrosso, A. | Muntoni, A.P.
Journal article
2019
Training dynamically balanced excitatory-inhibitory networks
PLoS ONE (2019)
Ingrosso, A. | Abbott, L.F.
Preprint
2019
Exact Distributions of Currents and Frenesy for Markov Bridges
Édgar Roldán | Pierpaolo Vivo
Preprint
2019
Integral Fluctuation Relations for Entropy Production at Stopping Times
Izaak Neri | Edgar Roldán | Simone Pigolotti | Frank Jülicher
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
Quantum martingale theory and entropy production
Physical review letters (2019)
Edgar Roldan
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
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

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