June 2020 Course on:

Dynamical Systems and Machine Learning Approaches to Sun-Earth Relations
15-19 June 2020, L’Aquila (Italy)

PROGRAM

DYNAMICAL SYSTEMS AND TURBULENCE

Introduction to dynamical systems in physics

Lecturer: R. Benzi - University “Tor Vergata”, Roma, Italy


Turbulence in space plasmas

Lecturer: V. Carbone - University of Calabria, Cosenza, Italy


Recurrence analysis of complex systems dynamics

Lecturer: R. Donner - Hochschule Magdeburg-Stendal, Germany


Nonlinear dynamics and chaos in Sun-Earth relations

Lecturer: T. Alberti - INAF/IAPS, Roma, Italy



MACHINE LEARNING

Machine Learning and Flare forecasting

Lecturer: M. Piana - University of Genova, Italy


Machine Learning Methods in Space Weather

Lecturer: E. Camporeale - University of Colorado, USA


Hands-on session on Machine Learning Techniques

Lecturer: D. Del Moro - University “Tor Vergata”, Roma, Italy



COMPLEXITY, ENTROPY AND INFORMATION THEORY

Dynamical Complexity in the Earth’s Magnetospheric Dynamics

Lecturer: G. Consolini - INAF/IAPS, Italy


Entropic Measures and magnetospheric dynamics

Lecturer: G. Balasis - NOA, Greece


Turbulence and scaling features in the ionospheric dynamics

Lecturer: P. De Michelis - INGV, Roma, Italy


Information Theory approaches to Sun-Earth’s System

Lecturer: S. Wing - JHU-APL, USA