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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.

Preprint

2025

Optimal generalisation and learning transition in extensive-width shallow neural networks near interpolation

Jean Barbier | Francesco Camilli | Minh-Toan Nguyen | Mauro Pastore | Rudy Skerk

Journal article

2025

Incoherent feedback from coupled amino acids and ribosome pools generates damped oscillations in growing E. coli

Nature Communications (2025)

Rossana Droghetti | Philippe Fuchs | Ilaria Iuliani | Valerio Firmano | Giorgio Tallarico | Ludovico Calabrese | Jacopo Grilli | Bianca Sclavi | Luca Ciandrini | Marco Cosentino Lagomarsino

Preprint

2025

Limit theorems for the non-convex multispecies Curie-Weiss model

Francesco Camilli | Emanuele Mingione | Godwin Osabutey

Journal article

2025

Three-state random energy model

Physical Review E (2025)

Sumedha | Matteo Marsili

Preprint

2025

Optimal generalisation and learning transition in extensive-width shallow neural networks near interpolation

Jean Barbier | Francesco Camilli | Minh-Toan Nguyen | Mauro Pastore | Rudy Skerk

Journal article

2025

Information limits and Thouless-Anderson-Palmer equations for spiked matrix models with structured noise

Physical Review Research (2025)

Jean Barbier | Francesco Camilli | Yizhou Xu | Marco Mondelli

Preprint

2024

On the phase diagram of extensive-rank symmetric matrix denoising beyond rotational invariance

Jean Barbier | Francesco Camilli | Justin Ko | Koki Okajima

Journal article

2024

Tuning Transduction from Hidden Observables to Optimize Information Harvesting

Physical Review Letters (2024)

Giorgio Nicoletti | Daniel Maria Busiello

Preprint

2024

Information propagation in Gaussian processes on multilayer networks

Giorgio Nicoletti | Daniel Maria Busiello

Journal article

2024

Information Propagation in Multilayer Systems with Higher-Order Interactions across Timescales

Physical Review X (2024)

Giorgio Nicoletti | Daniel Maria Busiello

Preprint

2024

Tuning transduction from hidden observables to optimize information harvesting

Giorgio Nicoletti | Daniel Maria Busiello

Preprint

2024

Multiscale nonlinear integration drives accurate encoding of input information

Giorgio Nicoletti | Daniel M. Busiello

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All publications

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.

Journal article

2016

Sparse model selection in the highly under-sampled regime

Journal of Statistical Mechanics: Theory and Experiment (2016)

Bulso, N. | Marsili, M. | Roudi, Y.

Journal article

2016

Towards a statistical mechanics of economies

European Physical Journal: Special Topics (2016)

Jericó, J.P. | Marsili, M.

Journal article

2015

Genome Sequence of the Soil Bacterium
<i>Janthinobacterium</i>
sp. KBS0711

Genome Announcements (2015)

William R. Shoemaker | Mario E. Muscarella | Jay T. Lennon

Journal article

2015

Thermodynamic limits to information harvesting by sensory systems

JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT (2015)

Antonio Celani

Journal article

2015

Three-dimensional chemotaxis-driven aggregation of tumor cells

SCIENTIFIC REPORTS (2015)

Antonio Celani

Journal article

2015

Estimating cellular parameters through optimization procedures:
elementary principles and applications

FRONTIERS IN PHYSIOLOGY (2015)

Antonio Celani

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

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

Preprint

2015

Fluctuation theorem between non-equilibrium states in an RC circuit

Léo Granger | Jumna Mehlis | Édgar Roldán | Sergio Ciliberto | Holger Kantz

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

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