Andrea Crisanti | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Machine Learning use for prognostic purposes in Multiple Sclerosis	LIFE	2021
Universality class of the motility-induced critical point in large scale off-lattice simulations of active particles	SOFT MATTER	2021
A single-agent extension of the SIR model describes the impact of mobility restrictions on the COVID-19 epidemic	SCIENTIFIC REPORTS	2021
Considering patient clinical history impacts performance of machine learning models in predicting course of multiple sclerosis	PLOS ONE	2020
Statistical field theory and effective action method for scalar active matter	PHYSICAL REVIEW RESEARCH	2020
Condensation versus ordering: from the spherical models to Bose-Einstein condensation in the canonical and grand canonical ensemble	PHYSICAL REVIEW RESEARCH	2019
Statistics of optimal information flow in ensembles of regulatory motifs	PHYSICAL REVIEW. E	2018
Collaboration between a human group and artificial intelligence can improve prediction of multiple sclerosis course. A proof-of-principle study	F1000RESEARCH	2018
Path integral approach to random neural networks	PHYSICAL REVIEW. E	2018
Heat fluctuations of Brownian oscillators in nonstationary processes: Fluctuation theorem and condensation transition	PHYSICAL REVIEW. E	2017
Noise Enhances Action Potential Generation in Mouse Sensory Neurons via Stochastic Resonance	PLOS ONE	2016
Statistical mechanics models for multimode lasers and random lasers	PHILOSOPHICAL MAGAZINE	2016
A simple spin model for three step relaxation and secondary processes in glass formers	JOURNAL OF NON-CRYSTALLINE SOLIDS	2015
Replica Fourier Transform: Properties and applications	NUCLEAR PHYSICS. B	2015
General phase diagram of multimodal ordered and disordered lasers in closed and open cavities	PHYSICAL REVIEW LETTERS	2015
The glassy random laser: Replica symmetry breaking in the intensity fluctuations of emission spectra	SCIENTIFIC REPORTS	2015
Complex spherical 2 + 4 spin glass: A model for nonlinear optics in random media	PHYSICAL REVIEW A	2015

Progetti di Ricerca

An information approach to the description of small non equilibrium systems.