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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
2013
The effect of nonstationarity on models inferred from neural data
Journal of Statistical Mechanics: Theory and Experiment (2013)
Tyrcha, J. | Roudi, Y. | Marsili, M. | Hertz, J.
Journal article
2013
Optimal liquidation strategies regularize portfolio selection
European Journal of Finance (2013)
Caccioli, F. | Still, S. | Marsili, M. | Kondor, I.
Book
2013
Threshold functions for distinct parts: Revisiting Erdos-Lehner
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2013)
Czabarka, E. | Marsili, M. | Székely, L.A.
Preprint
2012
Anomalous thermodynamics at the micro-scale
Antonio Celani | Stefano Bo | Ralf Eichhorn | Erik Aurell
Preprint
2012
Entropic anomaly and maximal efficiency of microscopic heat engines
Stefano Bo | Antonio Celani
Preprint
2012
Entropy production and Kullback-Leibler divergence between stationary trajectories of discrete systems
Édgar Roldán | Juan M. R. Parrondo
Journal article
2012
Time series irreversibility: a visibility graph approach
The European Physical Journal B (2012)
Edgar Roldan
Journal article
2012
Entropy production and Kullback-Leibler divergence between stationary trajectories of discrete systems
Physical Review E (2012)
Edgar Roldan
Preprint
2012
Absence of Detailed Balance in Ecology
Jacopo Grilli | Sandro Azaele | Jayanth R. Banavar | Amos Maritan
Preprint
2012
Spatial aggregation and the species-area relationship across scales
Jacopo Grilli | Sandro Azaele | Jayanth R Banavar | Amos Maritan
Journal article
2012
Absence of detailed balance in ecology
EPL (2012)
Grilli, J. | Azaele, S. | Banavar, J.R. | Maritan, A.
Journal article
2012
Joint scaling laws in functional and evolutionary categories in prokaryotic genomes
Nucleic Acids Research (2012)
Grilli, J. | Bassetti, B. | Maslov, S. | Cosentino Lagomarsino, M.
Journal article
2012
Spatial aggregation and the species-area relationship across scales
Journal of Theoretical Biology (2012)
Grilli, J. | Azaele, S. | Banavar, J.R. | Maritan, A.
Journal article
2012
Financial instability from local market measures
Journal of Statistical Mechanics: Theory and Experiment (2012)
Bardoscia, M. | Livan, G. | Marsili, M.
Journal article
2012
Phase transitions in crowd dynamics of resource allocation
Physical Review E - Statistical, Nonlinear, and Soft Matter Physics (2012)
Ghosh, A. | De Martino, D. | Chatterjee, A. | Marsili, M. | Chakrabarti, B.K.
Journal article
2012
Reconstruction of financial networks for robust estimation of systemic risk
Journal of Statistical Mechanics: Theory and Experiment (2012)
Mastromatteo, I. | Zarinelli, E. | Marsili, M.
Journal article
2012
Collaboration in social networks
Proceedings of the National Academy of Sciences of the United States of America (2012)
Dall'Asta, L. | Marsili, M. | Pin, P.
Journal article
2012
Rollover risk, network structure and systemic financial crises
Journal of Economic Dynamics and Control (2012)
Anand, K. | Gai, P. | Marsili, M.
Journal article
2012
Distribution of wealth and incomplete markets: Theory and empirical evidence
Journal of Economic Behavior and Organization (2012)
Fiaschi, D. | Marsili, M.
Journal article
2012
Topology-induced inverse phase transitions
EPL (2012)
De Martino, D. | Bradde, S. | Dall'Asta, L. | Marsili, M.
Journal article
2012
Excess covariance and dynamic instability in a multi-asset model
Journal of Economic Dynamics and Control (2012)
Anufriev, M. | Bottazzi, G. | Marsili, M. | Pin, P.
Preprint
2011
Time series irreversibility: a visibility graph approach
Lucas Lacasa | Ángel M. Núñez | Édgar Roldán | Juan M. R. Parrondo | Bartolo Luque
Preprint
2011
Joint scaling laws in functional and evolutionary categories in prokaryotic genomes
Jacopo Grilli | Bruno Bassetti | Sergei Maslov | Marco Cosentino Lagomarsino
Journal article
2011
Born under a lucky star?
Journal of Economic Behavior and Organization (2011)
Hanaki, N. | Kirman, A. | Marsili, M.
Journal article
2011
Financial correlations at ultra-high frequency: Theoretical models and empirical estimation
European Physical Journal B (2011)
Mastromatteo, I. | Marsili, M. | Zoi, P.
Journal article
2011
On the criticality of inferred models
Journal of Statistical Mechanics: Theory and Experiment (2011)
Mastromatteo, I. | Marsili, M.
Journal article
2011
Threshold learning dynamics in social networks
PLoS ONE (2011)
González-Avella, J.C. | Eguíluz, V.M. | Marsili, M. | Vega-Redondo, F. | Miguel, M.S.
Preprint
2010
Estimating dissipation from single stationary trajectories
Edgar Roldan | Juan M. R. Parrondo
Journal article
2010
Estimating dissipation from single stationary trajectories
Physical Review Letters (2010)
Edgar Roldan
Book
2010
The rise and fall of trust networks
Lecture Notes in Economics and Mathematical Systems (2010)
Anand, K. | Gai, P. | Marsili, M.

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