Web School 1 - 5 February, 2021

Dynamical Systems and Machine Learning Approaches to Sun-Earth Relations

LECTURERS

T. Alberti

INAF/IAPS, Roma, Italy

Lecture: Dynamical systems approaches and chaos in Sun-Earth’s relations

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G. Balasis

NOA, Greece

Lecture: Entropic Measures and magnetospheric dynamics

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R. Benzi

University of Rome “Tor Vergata”, Roma, Italy

Lecture: Introduction to dynamical systems in physics

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C. Campi

University of Genova, Italy

Lecture: Machine Learning Methods in Space Weather

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G. Salina

University of Rome “Tor Vergata”, Roma, Italy

Lecture: An Introduction to Machine Learning Methods in Physics

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V. Carbone

University of Calabria, Cosenza, Italy

Lecture: Turbulence in space plasmas

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G. Consolini

INAF/IAPS, Italy

Lecture: Dynamical Complexity in the Earth’s Magnetospheric Dynamics

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D. Del Moro

University of Rome “Tor Vergata”, Roma, Italy

Lecture: Hands-on session on Machine Learning Techniques

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P. De Michelis

INGV, Roma, Italy

Lecture: Turbulence and scaling features in the ionospheric dynamics

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R. Donner

Hochschule Magdeburg-Stendal, Germany

Lecture: Recurrence analysis of complex systems dynamics

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M. Piana

University of Genova, Italy

Lecture: Machine Learning and Flare forecasting

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S. Wing

JHU-APL, USA

Lecture: Information Theory approaches to Sun-Earth’s System

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