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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
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.
Journal article
2001
Minority games and stylized facts
Physica A: Statistical Mechanics and its Applications (2001)
Challet, D. | Marsili, M. | Zhang, Y.-C.
Journal article
2001
Continuum time limit and stationary states of the minority game
Physical Review E - Statistical, Nonlinear, and Soft Matter Physics (2001)
Marsili, M. | Challet, D.
Journal article
2001
Replica symmetry breaking in the minority game
Journal of Physics A: Mathematical and General (2001)
De Martino, A. | Marsili, M.
Journal article
2001
Data clustering and noise undressing of correlation matrices
Physical Review E - Statistical, Nonlinear, and Soft Matter Physics (2001)
Giada, L. | Marsili, M.
Journal article
2001
Statistical mechanics of asset markets with private information
Quantitative Finance (2001)
Berg, J. | Marsili, M. | Rustichini, A. | Zecchina, R.
Journal article
2001
From Minority Games to real markets
Quantitative Finance (2001)
Challet, D. | Chessa, A. | Marsili, M. | Zhang, Y.-C.
Journal article
2000
Comment on “thermal model for adaptive competition in a market”
Physical Review Letters (2000)
Challet, D. | Marsili, M. | Zecchina, R.
Journal article
2000
Statistical mechanics of systems with heterogeneous agents: Minority games
Physical Review Letters (2000)
Challet, D. | Marsili, M. | Zecchina, R.
Journal article
2000
Exact solution of a modified El Farol's bar problem: Efficiency and the role of market impact
Physica A: Statistical Mechanics and its Applications (2000)
Marsili, M. | Challet, D. | Zecchina, R.
Journal article
2000
First-order phase transition in a nonequilibrium growth process
Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics (2000)
Giada, L. | Marsili, M.
Journal article
2000
Modeling market mechanism with minority game
Physica A: Statistical Mechanics and its Applications (2000)
Challet, D. | Marsili, M. | Zhang, Y.-C.
Journal article
2000
Nonequilibrium phase transition in a model for social influence
Physical Review Letters (2000)
Castellano, C. | Marsili, M. | Vespignani, A.
Journal article
2000
Relevance of memory in minority games
Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics (2000)
Challet, D. | Marsili, M.
Preprint
1999
Passive scalar intermittency in compressible flow
A. Celani | A. Lanotte | A. Mazzino
Journal article
1999
Scale invariant dynamics of surface growth
Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics (1999)
Castellano, C. | Marsili, M. | Muñoz, M.A. | Pietronero, L.
Journal article
1999
Generalized dielectric breakdown model
Physical Review B - Condensed Matter and Materials Physics (1999)
Cafiero, R. | Gabrielli, A. | Marsili, M. | Muñoz, M.A. | Pietronero, L.
Journal article
1999
Non-perturbative renormalization group approach to surface growth
Computer Physics Communications (1999)
Muñoz, M.A. | Bianconi, G. | Castellano, C. | Gabrielli, A. | Marsili, M. | Pietronero, L.
Journal article
1999
On the multinomial logit model
Physica A: Statistical Mechanics and its Applications (1999)
Marsili, M.
Journal article
1999
Phase transition and symmetry breaking in the minority game
Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics (1999)
Challet, D. | Marsili, M.
Journal article
1998
Nonperturbative renormalization of the kardar-parisi-zhang growth dynamics
Physical Review Letters (1998)
Castellano, C. | Marsili, M. | Pietronero, L.
Journal article
1998
Comment on “Role of intermittency in urban development: A model of large-scale city formation”
Physical Review Letters (1998)
Marsili, M. | Maslov, S. | Zhang, Y.C.
Journal article
1998
Interacting individuals leading to zipf’s law
Physical Review Letters (1998)
Marsili, M. | Zhang, Y.-C.
Journal article
1998
High-dimensional bak-sneppen model
Physical Review Letters (1998)
De Los Rios, P. | Marsili, M. | Vendruscolo, M.
Journal article
1998
Interacting individuals leading to Zipf's law
Physical Review Letters (1998)
Marsili, M. | Zhang, Y.-C.
Journal article
1998
Critical exponents of the anisotropic Bak-Sneppen model
Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics (1998)
Maslov, S. | De Rios, P.L. | Marsili, M. | Zhang, Y.-C.
Journal article
1998
Nonperturbative Renormaltzation of the Kardar-Parisi-Zhang growth dynamics
Physical Review Letters (1998)
Castellano, C. | Marsili, M. | Pietronero, L.
Journal article
1998
Dynamical optimization theory of a diversified portfolio
Physica A: Statistical Mechanics and its Applications (1998)
Marsili, M. | Maslov, S. | Zhang, Y.-C.
Journal article
1998
Overhangs in interface growth and ground-state paths
Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics (1998)
Marsili, M. | Zhang, Y.-C.

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