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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
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
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
Preprint
2022
Optimizing Airborne Wind Energy with Reinforcement Learning
N. Orzan | C. Leone | A. Mazzolini | J. Oyero | A. Celani
Journal article
2022
Quantifying relevance in learning and inference
Physics Reports (2022)
Marsili, M. | Roudi, Y.
Journal article
2022
A random energy approach to deep learning
Journal of Statistical Mechanics: Theory and Experiment (2022)
Xie, R. | Marsili, M.
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
2006
Number of cliques in random scale-free network ensembles
Physica D: Nonlinear Phenomena (2006)
Bianconi, G. | Marsili, M.
Journal article
2006
Diffusion and growth in an evolving network
International Journal of Game Theory (2006)
Ehrhardt, G. | Marsili, M. | Vega-Redondo, F.
Journal article
2006
Statistical mechanics of socio-economic systems with heterogeneous agents
Journal of Physics A: Mathematical and General (2006)
De Martino, A. | Marsili, M.
Journal article
2006
Phase coexistence in a forecasting game
Journal of Statistical Mechanics: Theory and Experiment (2006)
Curty, P. | Marsili, M.
Journal article
2006
Dynamic instability in a phenomenological model of correlated assets
Journal of Statistical Mechanics: Theory and Experiment (2006)
Raffaelli, G. | Marsili, M.
Journal article
2005
Statistical mechanics model for the emergence of consensus
Physical Review E - Statistical, Nonlinear, and Soft Matter Physics (2005)
Raffaelli, G. | Marsili, M.
Journal article
2005
Loops of any size and Hamilton cycles in random scale-free networks
Journal of Statistical Mechanics: Theory and Experiment (2005)
Bianconi, G. | Marsili, M.
Journal article
2005
Typical properties of optimal growth in the von Neumann expanding model for large random economies
Journal of Statistical Mechanics: Theory and Experiment (2005)
De Martino, A. | Marsili, M.
Journal article
2005
On the non-trivial dynamics of complex networks
Physica A: Statistical Mechanics and its Applications (2005)
Bianconi, G. | Marsili, M. | Vega-Redondo, F.
Journal article
2005
Potts model on random trees
Journal of Statistical Mechanics: Theory and Experiment (2005)
Ehrhardt, G.C.M.A. | Marsili, M.
Journal article
2005
Real payoffs and virtual trading in agent based market models
Physica A: Statistical Mechanics and its Applications (2005)
Ferreira, F.F. | Marsili, M.
Journal article
2005
Species lifetime distribution for simple models of ecologies
Proceedings of the National Academy of Sciences of the United States of America (2005)
Pigolotti, S. | Flammini, A. | Marsili, M. | Maritan, A.
Journal article
2005
Clustering, cooperation, and search in social networks
Journal of the European Economic Association (2005)
Vega-Redondo, F. | Marsili, M. | Slanina, F.
Journal article
2004
Shedding light on El Farol
Physica A: Statistical Mechanics and its Applications (2004)
Challet, D. | Marsili, M. | Ottino, G.
Journal article
2004
Statistical mechanics analysis of the equilibria of linear economies
Journal of Statistical Mechanics: Theory and Experiment (2004)
De Martino, A. | Marsili, M. | Pérez Castillo, I.
Journal article
2004
Stylized facts in minority games with memory: A new challenge
Physica A: Statistical Mechanics and its Applications (2004)
Challet, D. | Marsili, M. | De Martino, A.
Journal article
2004
Adaptive drivers in a model of urban traffic
Europhysics Letters (2004)
De Martino, A. | Marsili, M. | Mulet, R.
Journal article
2004
The rise and fall of a networked society: A formal model
Proceedings of the National Academy of Sciences of the United States of America (2004)
Marsili, M. | Vega-Redondo, F. | Slanina, F.
Journal article
2004
Clogging and self-organized criticality in complex networks
Physical Review E - Statistical, Nonlinear, and Soft Matter Physics (2004)
Bianconi, G. | Marsili, M.
Journal article
2004
Generalized minority games with adaptive trend-followers and contrarians
Physical Review E - Statistical, Nonlinear, and Soft Matter Physics (2004)
De Martino, A. | Giardina, I. | Tedeschi, A. | Marsili, M.
Journal article
2003
Statistical mechanics of the majority game
Journal of Physics A: Mathematical and General (2003)
Kozłowski, P. | Marsili, M.
Journal article
2003
Criticality and market efficiency in a simple realistic model of the stock market
Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics (2003)
Challet, D. | Marsili, M.
Journal article
2003
Scale invariance and criticality in financial markets
Physica A: Statistical Mechanics and its Applications (2003)
Marsili, M.
Journal article
2002
Are financial markets efficient? Phase transition in the aggregation of information
Complexity (2002)
Berg, J. | Marsili, M. | Rustichini, A. | Zecchina, R.
Journal article
2002
Algorithms of maximum likelihood data clustering with applications
Physica A: Statistical Mechanics and its Applications (2002)
Giada, L. | Marsili, M.
Journal article
2002
Colored minority games
Physica A: Statistical Mechanics and its Applications (2002)
Marsili, M. | Piai, M.
Journal article
2002
Diffusion, peer pressure, and tailed distributions
Physical Review Letters (2002)
Cecconi, F. | Marsili, M. | Banavar, J.R. | Maritan, A.
Journal article
2002
Dissecting financial markets: Sectors and states
Quantitative Finance (2002)
Marsili, M.
Journal article
2001
Market mechanism and expectations in minority and majority games
Physica A: Statistical Mechanics and its Applications (2001)
Marsili, M.
Journal article
2001
Application of physics in economic modelling: NATO advanced research workshop, Prague, February 8-10, 2001
Physica A: Statistical Mechanics and its Applications (2001)
Bouchaud, J.-P. | Marsili, M. | Roehner, B.M. | Slanina, F.

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