Marco Baldovin | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Correlation, response and entropy approaches to allosteric behaviors: a critical comparison on the ubiquitin case	PHYSICAL BIOLOGY	2023
Ergodic observables in non-ergodic systems: The example of the harmonic chain	PHYSICA. A	2023
Extracting causation from millennial-scale climate fluctuations in the last 800 kyr	SCIENTIFIC REPORTS	2022
Using machine-learning modeling to understand macroscopic dynamics in a system of coupled maps	CHAOS	2021
Statistical Mechanics of an Integrable System	JOURNAL OF STATISTICAL PHYSICS	2021
Response and flux of information in extended nonequilibrium dynamics	PHYSICAL REVIEW. E	2021
Statistical mechanics of systems with negative temperature	PHYSICS REPORTS	2021
Negative-temperature Fourier transport in one-dimensional systems	JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT	2021
Handy fluctuation-dissipation relation to approach generic noisy systems and chaotic dynamics	PHYSICAL REVIEW. E	2021
Effective equations for reaction coordinates in polymer transport	JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT	2020
Effective equations in complex systems: From Langevin to machine learning	JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT	2020
Understanding causation via correlations and linear response theory	PHYSICAL REVIEW RESEARCH	2020
Langevin equations from experimental data: The case of rotational diffusion in granular media	PLOS ONE	2019
Statistical mechanics of systems with long-range interactions and negative absolute temperature	PHYSICAL REVIEW. E	2019
Irreversibility and typicality: A simple analytical result for the Ehrenfest model	PHYSICA. A	2019
Derivation of a Langevin equation in a system with multiple scales: The case of negative temperatures	PHYSICAL REVIEW. E	2019
Langevin equation in systems with also negative temperatures	JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT	2018
Physical interpretation of the canonical ensemble for long-range interacting systems in the absence of ensemble equivalence	PHYSICAL REVIEW. E	2018
The role of data in model building and prediction: a survey through examples	ENTROPY	2018
About thermometers and temperature	JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT	2017

ERC

PE3_15

KET

Big data & computing

Interessi di ricerca

Out-of-equilibrium statistical physics; stochastic processes; negative tempertaures; data-driven modeling; response theory; long-range interactions

Keywords

long-range interaction

Langevin equation