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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
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
2015
Subdominant Dense Clusters Allow for Simple Learning and High Computational Performance in Neural Networks with Discrete Synapses
Physical Review Letters (2015)
Baldassi, C. | Ingrosso, A. | Lucibello, C. | Saglietti, L. | Zecchina, R.
Preprint
2015
Fluctuation theorem between non-equilibrium states in an RC circuit
Léo Granger | Jumna Mehlis | Édgar Roldán | Sergio Ciliberto | Holger Kantz
Preprint
2015
Decision Making in the Arrow of Time
Édgar Roldán | Izaak Neri | Meik Dörpinghaus | Heinrich Meyr | Frank Jülicher
Preprint
2015
An Information Theoretic Analysis of Sequential Decision-Making
Meik Dörpinghaus | Édgar Roldán | Izaak Neri | Heinrich Meyr | Frank Jülicher
Journal article
2015
Adiabatic processes realized with a trapped Brownian particle
Physical Review Letters (2015)
Edgar Roldan
Journal article
2015
Brownian Carnot engine
Nature Physics (2015)
Edgar Roldan
Journal article
2015
Decision making in the arrow of time
Physical review letters (2015)
Edgar Roldan
Journal article
2015
Fluctuation theorem between non-equilibrium states in an RC circuit
New Journal of Physics (2015)
Edgar Roldan
Preprint
2015
The geometry of coexistence in large ecosystems
Jacopo Grilli | Matteo Adorisio | Samir Suweis | György Barabás | Jayanth R. Banavar | Stefano Allesina | Amos Maritan
Preprint
2015
Cooperation, competition and the emergence of criticality in communities of adaptive systems
Jorge Hidalgo | Jacopo Grilli | Samir Suweis | Amos Maritan | Miguel A. Munoz
Preprint
2015
Statistical Mechanics of Ecological Systems: Neutral Theory and Beyond
Sandro Azaele | Samir Suweis | Jacopo Grilli | Igor Volkov | Jayanth R. Banavar | Amos Maritan
Journal article
2015
Effect of localization on the stability of mutualistic ecological networks
Nature Communications (2015)
Samir Suweis | Jacopo Grilli | Jayanth R. Banavar | Stefano Allesina | Amos Maritan
Journal article
2015
Metapopulation Persistence in Random Fragmented Landscapes
PLoS Computational Biology (2015)
Grilli, J. | Barabás, G. | Allesina, S.
Journal article
2015
Predicting the stability of large structured food webs
Nature Communications (2015)
Allesina, S. | Grilli, J. | Barabás, G. | Tang, S. | Aljadeff, J. | Maritan, A.
Journal article
2015
Approximate message-passing with spatially coupled structured operators, with applications to compressed sensing and sparse superposition codes
Journal of Statistical Mechanics: Theory and Experiment (2015)
Barbier, J. | Schülke, C. | Krzakala, F.
Journal article
2015
Criticality of mostly informative samples: A Bayesian model selection approach
Journal of Statistical Mechanics: Theory and Experiment (2015)
Haimovici, A. | Marsili, M.
Journal article
2015
Phenotypic constraints promote latent versatility and carbon efficiency in metabolic networks
Physical Review E - Statistical, Nonlinear, and Soft Matter Physics (2015)
Bardoscia, M. | Marsili, M. | Samal, A.
Journal article
2015
Statistical mechanics of competitive resource allocation using agent-based models
Physics Reports (2015)
Chakraborti, A. | Challet, D. | Chatterjee, A. | Marsili, M. | Zhang, Y.-C. | Chakrabarti, B.K.
Preprint
2014
Odor Landscapes in Turbulent Environments
Antonio Celani | Emmanuel Villermaux | Massimo Vergassola
Journal article
2014
The patient-zero problem with noisy observations
Journal of Statistical Mechanics: Theory and Experiment (2014)
Altarelli, F. | Braunstein, A. | Dall'Asta, L. | Ingrosso, A. | Zecchina, R.
Preprint
2014
Brownian Carnot engine
Ignacio A. Martínez | Édgar Roldán | Luis Dinis | Dmitri Petrov | Juan M. R. Parrondo | Raúl A. Rica
Preprint
2014
Measuring kinetic energy changes in the mesoscale with low acquisition rates
Édgar Roldán | Ignacio A. Martínez | Luis Dinis | Raúl A. Rica
Preprint
2014
Realization of nonequilibrium thermodynamic processes using external colored noise
Pau Mestres | Ignacio A. Martinez | Antonio Ortiz-Ambriz | Raul A. Rica | Edgar Roldan
Journal article
2014
Measuring kinetic energy changes in the mesoscale with low acquisition rates
Applied Physics Letters (2014)
Edgar Roldan
Book chapter
2014
Application to Biology: The Ear Hair Bundle
Irreversibility and Dissipation in Microscopic Systems (2014)
Edgar Roldan
Journal article
2014
Realization of nonequilibrium thermodynamic processes using external colored noise
Physical Review E (2014)
Edgar Roldan
Book chapter
2014
Dissipation and Kullback--Leibler Divergence
Irreversibility and Dissipation in Microscopic Systems (2014)
Edgar Roldan
Book chapter
2014
Small-Scale Thermodynamics
Irreversibility and Dissipation in Microscopic Systems (2014)
Edgar Roldan

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