Back

Next

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
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
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
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
Data-driven emergence of convolutional structure in neural networks
Proceedings of the National Academy of Sciences (2022)
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

Sorry no results

All publications
Journal article
2019
Optimal errors and phase transitions in high-dimensional generalized linear models
Proceedings of the National Academy of Sciences (2019)
Jean Barbier
Journal article
2019
Entropy and mutual information in models of deep neural networks
Journal of Statistical Mechanics: Theory and Experiment (2019)
Jean Barbier
Journal article
2019
The committee machine: computational to statistical gaps in learning a two-layers neural network
Journal of Statistical Mechanics: Theory and Experiment (2019)
Jean Barbier
Journal article
2018
Exact correlations in the nonequilibrium stationary state of the noisy Kuramoto model
Journal of Physics A: Mathematical and Theoretical (2018)
Debraj Das
Preprint
2018
Chemotaxis emerges as the optimal solution to cooperative search games
Alberto Pezzotta | Matteo Adorisio | Antonio Celani
Journal article
2018
Resolution and relevance trade-offs in deep learning
Journal of Statistical Mechanics: Theory and Experiment (2018)
Song, J. | Marsili, M. | Jo, J.
Preprint
2018
Training dynamically balanced excitatory-inhibitory networks
Alessandro Ingrosso | L. F. Abbott
Journal article
2018
From statistical inference to a differential learning rule for stochastic neural networks
Interface Focus (2018)
Saglietti, L. | Gerace, F. | Ingrosso, A. | Baldassi, C. | Zecchina, R.
Preprint
2018
Quantifying entropy production in active fluctuations of the hair-cell bundle from time irreversibility and uncertainty relations
Édgar Roldán | Jérémie Barral | Pascal Martin | Juan M. R. Parrondo | Frank Jülicher
Preprint
2018
Martingale theory for housekeeping heat
Raphael Chetrite | Shamik Gupta | Izaak Neri | Édgar Roldán
Preprint
2018
Universal First-Passage-Time Distribution of Non-Gaussian Currents
Shilpi Singh | Paul Menczel | Dmitry S. Golubev | Ivan M. Khaymovich | Joonas T. Peltonen | Christian Flindt | Keiji Saito | Édgar Roldán | Jukka P. Pekola
Journal article
2018
Arcsine laws in stochastic thermodynamics
Physical review letters (2018)
Edgar Roldan
Journal article
2018
EXACT CALCULATIONS OF FIRST-PASSAGE QUANTITIES ON A CLASS OF WEIGHTED TREE-LIKE FRACTAL NETWORKS
Edgar Roldan
Journal article
2018
Multiplex decomposition of non-Markovian dynamics and the hidden layer reconstruction problem
Physical Review X (2018)
Edgar Roldan
Journal article
2018
Testing optimality of sequential decision-making
arXiv preprint arXiv:1801.01574 (2018)
Edgar Roldan
Journal article
2018
Concurrent processes set E. coli cell division
Science Advances (2018)
Gabriele Micali | Jacopo Grilli | Matteo Osella | Marco Cosentino Lagomarsino
Journal article
2018
Coexistence of many species in random ecosystems
Nature Ecology & Evolution (2018)
Carlos A. Serván | José A. Capitán | Jacopo Grilli | Kent E. Morrison | Stefano Allesina
Journal article
2018
Minimum Description Length codes are critical
Entropy (2018)
Cubero, R.J. | Marsili, M. | Roudi, Y.
Journal article
2018
The stochastic complexity of spin models: Are pairwise models really simple?
Entropy (2018)
Beretta, A. | Battistin, C. | de Mulatier, C. | Mastromatteo, I. | Marsili, M.
Preprint
2017
Flow Navigation by Smart Microswimmers via Reinforcement Learning
Simona Colabrese | Kristian Gustavsson | Antonio Celani | Luca Biferale
Preprint
2017
Arcsine Laws in Stochastic Thermodynamics
Andre C. Barato | Édgar Roldán | Ignacio A. Martínez | Simone Pigolotti
Preprint
2017
Generic Properties of Stochastic Entropy Production
Simone Pigolotti | Izaak Neri | Édgar Roldán | Frank Jülicher
Preprint
2017
Extreme reductions of entropy in an electronic double dot
Shilpi Singh | Édgar Roldán | Izaak Neri | Ivan M. Khaymovich | Dmitry S. Golubev | Ville F. Maisi | Joonas T. Peltonen | Frank Jülicher | Jukka P. Pekola
Preprint
2017
Path-integral formalism for stochastic resetting: Exactly solved examples and shortcuts to confinement
Édgar Roldán | Shamik Gupta
Journal article
2017
Colloidal heat engines: a review
Soft matter (2017)
Edgar Roldan
Journal article
2017
Generic Properties of Stochastic Entropy Production
Physical Review Letters (2017)
Edgar Roldan
Journal article
2017
Path-integral formalism for stochastic resetting: Exactly solved examples and shortcuts to confinement
Physical Review E (2017)
Edgar Roldan
Journal article
2017
Statistics of infima and stopping times of entropy production and applications to active molecular processes
Physical Review X (2017)
Edgar Roldan
Preprint
2017
Family-specific scaling laws in bacterial genomes
Eleonora de Lazzari | Jacopo Grilli | Sergei Maslov | Marco Cosentino Lagomarsino
Preprint
2017
Reconciling cooperation, biodiversity and stability in complex ecological communities
Chengyi Tu | Samir Suweis | Jacopo Grilli | Marco Formentin | Amos Maritan

Sorry no results