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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
On the area swept by a biased diffusion till its first-exit time: Martingale approach and gambling opportunities
Yonathan Sarmiento | Debraj Das | Édgar Roldán
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
Fundamental limits of overparametrized shallow neural networks for supervised learning
Francesco Camilli | Daria Tieplova | Jean Barbier

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All publications
Journal article
2020
Optimal work extraction and the minimum description length principle
Journal of Statistical Mechanics: Theory and Experiment (2020)
Touzo, L. | Marsili, M. | Merhav, N. | Roldán, É.
Journal article
2020
Stochastic resetting antiviral therapies prevent drug resistance development
Europhysics Letters (2020)
Edgar Roldan
Journal article
2020
Stochastic thermodynamics: experiment and theory
Journal of Statistical Mechanics: Theory and Experiment (2020)
Edgar Roldan
Journal article
2020
Controlling particle currents with evaporation and resetting from an interval
Physical Review Research (2020)
Edgar Roldan
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
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
Preprint
2019
Critical exponents in mean-field classical spin systems
Yoshiyuki Y. Yamaguchi | Debraj Das | Shamik Gupta
Preprint
2019
Relaxation to equilibrium in models of classical spins with long-range interactions
Debraj Das | Shamik Gupta
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
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
Preprint
2019
Collective olfactory search in a turbulent environment
PHYSICAL REVIEW E (2019)
Mihir Durve | Lorenzo Piro | Massimo Cencini | Luca Biferale | Antonio Celani
Preprint
2019
Learning to flock through reinforcement
PHYSICAL REVIEW E (2019)
Mihir Durve | Fernando Peruani | Antonio Celani
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
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
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
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
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
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

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