Chiara Cammarota

Pubblicazioni

Titolo Pubblicato in Anno
Local sign stability and its implications for spectra of sparse random graphs and stability of ecosystems JOURNAL OF PHYSICS. COMPLEXITY 2024
The Kauzmann Transition to an Ideal Glass Phase Spin Glass Theory and Far Beyond: Replica Symmetry Breaking after 40 Years 2023
Dynamical systems on large networks with predator-prey interactions are stable and exhibit oscillations PHYSICAL REVIEW. E 2022
Ecologia e sistemi biologici nel paradigma di Parisi - su "Sapere" 2022
Opinion dynamics with emergent collective memory: The impact of a long and heterogeneous news history PHYSICA. A 2021
Properties of Equilibria and Glassy Phases of the Random Lotka-Volterra Model with Demographic Noise PHYSICAL REVIEW LETTERS 2021
Dynamical instantons and activated processes in mean-field glass models SCIPOST PHYSICS 2021
Who Has the Last Word? Understanding How to Sample Online Discussions ACM TRANSACTIONS ON THE WEB 2021
How to iron out rough landscapes and get optimal performances: Averaged gradient descent and its application to tensor PCA JOURNAL OF PHYSICS. A, MATHEMATICAL AND THEORETICAL 2020
Complex Dynamics in Simple Neural Networks: Understanding Gradient Flow in Phase Retrieval 33 2020
Opinion dynamics with emergent collective memory: A society shaped by its own past PHYSICA. A 2020
Marvels and Pitfalls of the Langevin Algorithm in Noisy High-Dimensional Inference PHYSICAL REVIEW. X 2020
Dynamical mean-field theory and aging dynamics JOURNAL OF PHYSICS. A, MATHEMATICAL AND THEORETICAL 2020
Preface. Special issue 'Unifying concepts in glass physics VII' Unifying concepts in glass physics VII 2020
Numerical implementation of dynamical mean field theory for disordered systems: Application to the Lotka-Volterra model of ecosystems JOURNAL OF PHYSICS. A, MATHEMATICAL AND THEORETICAL 2019
Complexity of energy barriers in mean-field glassy systems EUROPHYSICS LETTERS 2019
Complex Energy Landscapes in Spiked-Tensor and Simple Glassy Models: Ruggedness, Arrangements of Local Minima, and Phase Transitions PHYSICAL REVIEW. X 2019
Who is afraid of big bad minima? analysis of gradient-flow in spiked matrix-tensor models 32 2019
Comparing dynamics: deep neural networks versus glassy systems JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT 2019
Numerical evidences of universal trap-like aging dynamics JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT 2018

ERC

  • PE2_15
  • PE2_18
  • PE3_13
  • PE3_15

KET

  • Big data & computing
  • Life-science technologies & biotechnologies

Interessi di ricerca

Disordered systems (spin glasses, glass-formers)  
Slow dynamics  
Machine learning, Inference and high-dimensional statistics  
Emergent static and dynamic behaviours in well-mixed ecosystems  
Opinion dynamics and societal interactions modelling

Keywords

disordered systems
Glassy systems
spin glasses
statistical physics

Progetti di Ricerca

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