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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 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
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
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
Preprint
2017
The effect of population abundances on the stability of large random ecosystems
Theo Gibbs | Jacopo Grilli | Tim Rogers | Stefano Allesina
Journal article
2017
Family-specific scaling laws in bacterial genomes
Nucleic Acids Research (2017)
De Lazzari, E. | Grilli, J. | Maslov, S. | Lagomarsino, M.C.
Journal article
2017
Feasibility and coexistence of large ecological communities
Nature Communications (2017)
Grilli, J. | Adorisio, M. | Suweis, S. | Barabás, G. | Banavar, J.R. | Allesina, S. | Maritan, A.
Journal article
2017
Relevant parameters in models of cell division control
Physical Review E (2017)
Grilli, J. | Osella, M. | Kennard, A.S. | Lagomarsino, M.C.
Journal article
2017
Last name analysis of mobility, gender imbalance, and nepotism across academic systems
Proceedings of the National Academy of Sciences (2017)
Jacopo Grilli | Stefano Allesina
Journal article
2017
Approximate Message-Passing Decoder and Capacity Achieving Sparse Superposition Codes
IEEE Transactions on Information Theory (2017)
Barbier, J. | Krzakala, F.
Journal article
2017
Higher-order interactions stabilize dynamics in competitive network models
Nature (2017)
Jacopo Grilli | György Barabás | Matthew J. Michalska-Smith | Stefano Allesina
Journal article
2017
Collapse of resilience patterns in generalized Lotka-Volterra dynamics and beyond
Physical Review E (2017)
Tu, C. | Grilli, J. | Schuessler, F. | Suweis, S.
Journal article
2017
Translating ceRNA Susceptibilities into Correlation Functions
Biophysical Journal (2017)
Martirosyan, A. | Marsili, M. | De Martino, A.
Journal article
2017
On Maximum Entropy and Inference
Entropy (2017)
Matteo Marsili
Journal article
2017
Improving randomness characterization through Bayesian model selection
Scientific Reports (2017)
Rojas, R.D.H. | Solís, A. | Martínez, A.M.A. | U'Ren, A.B. | Hirsch, J.G. | Marsili, M. | Castillo, I.P.
Journal article
2017
Statistical mechanics of complex economies
Journal of Statistical Mechanics: Theory and Experiment (2017)
Bardoscia, M. | Livan, G. | Marsili, M.
Preprint
2016
Network reconstruction from infection cascades
Alfredo Braunstein | Alessandro Ingrosso | Anna Paola Muntoni
Journal article
2016
Inference of causality in epidemics on temporal contact networks
Scientific Reports (2016)
Braunstein, A. | Ingrosso, A.
Journal article
2016
Local entropy as a measure for sampling solutions in constraint satisfaction problems
Journal of Statistical Mechanics: Theory and Experiment (2016)
Baldassi, C. | Ingrosso, A. | Lucibello, C. | Saglietti, L. | Zecchina, R.
Journal article
2016
Unreasonable effectiveness of learning neural networks: From accessible states and robust ensembles to basic algorithmic schemes
Proceedings of the National Academy of Sciences of the United States of America (2016)
Baldassi, C. | Borgs, C. | Chayes, J.T. | Ingrosso, A. | Lucibello, C. | Saglietti, L. | Zecchina, R.
Preprint
2016
Stochastic resetting in backtrack recovery by RNA polymerases
Édgar Roldán | Ana Lisica | Daniel Sánchez-Taltavull | Stephan W. Grill
Journal article
2016
Stochastic resetting in backtrack recovery by RNA polymerases
Physical Review E (2016)
Edgar Roldan
Journal article
2016
Thermodynamics at the microscale: From effective heating to the Brownian Carnot engine
Journal of Statistical Mechanics: Theory and Experiment (2016)
Edgar Roldan
Journal article
2016
Mechanisms of backtrack recovery by RNA polymerases I and II
Proceedings of the National Academy of Sciences (2016)
Edgar Roldan
Preprint
2016
Relevant parameters in models of cell division control
Jacopo Grilli | Matteo Osella | Andrew S. Kennard | Marco Cosentino Lagomarsino
Preprint
2016
Collapse of Resilience Patterns in Generalized Lotka-Volterra Dynamics and Beyond
Chengyi Tu | Jacopo Grilli | Friedrich Schuessler | Samir Suweis
Journal article
2016
Individuality and universality in the growth-division laws of single E. Coli cells
Physical Review E (2016)
Kennard, A.S. | Osella, M. | Javer, A. | Grilli, J. | Nghe, P. | Tans, S.J. | Cicuta, P. | Cosentino Lagomarsino, M.
Journal article
2016
Statistical mechanics of ecological systems: Neutral theory and beyond
Reviews of Modern Physics (2016)
Azaele, S. | Suweis, S. | Grilli, J. | Volkov, I. | Banavar, J.R. | Maritan, A.
Journal article
2016
Modularity and stability in ecological communities
Nature Communications (2016)
Jacopo Grilli | Tim Rogers | Stefano Allesina
Journal article
2016
Cooperation, competition and the emergence of criticality in communities of adaptive systems
Journal of Statistical Mechanics: Theory and Experiment (2016)
Hidalgo, J. | Grilli, J. | Suweis, S. | Maritan, A. | Muñoz, M.A.
Journal article
2016
Trade-Offs in Delayed Information Transmission in Biochemical Networks
Journal of Statistical Physics (2016)
Mancini, F. | Marsili, M. | Walczak, A.M.
Journal article
2016
When does inequality freeze an economy?
Journal of Statistical Mechanics: Theory and Experiment (2016)
Jerico, J.P. | Landes, F.P. | Marsili, M. | Pérez Castillo, I. | Volpati, V.
Journal article
2016
Identifying relevant positions in proteins by Critical Variable Selection
Molecular BioSystems (2016)
Grigolon, S. | Franz, S. | Marsili, M.
Journal article
2016
Liquidity risk and instabilities in portfolio optimization
International Journal of Theoretical and Applied Finance (2016)
Caccioli, F. | Kondor, I. | Marsili, M. | Still, S.

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