49 citations · 278 across the 29 of their papers we have counts for
4 papers · 1 filter
Clustering of Global Magnetospheric Observations
James Edmond, Joachim Raeder, Banafsheh Ferdousi +2
The use of supervised methods in space science have demonstrated powerful capability in classification tasks, but unsupervised methods have been less utilized for the clustering of…
Generation of sub-ion scale magnetic holes from electron shear flow instabilities in plasma turbulence
Giuseppe Arrò, Francesco Pucci, Francesco Califano +2
Magnetic holes (MHs) are coherent structures associated with strong magnetic field depressions in magnetized plasmas. They are observed in many astrophysical environments at a wide…
Unsupervised classification of fully kinetic simulations of plasmoid instability using Self-Organizing Maps (SOMs)
Sophia Köhne, Elisabetta Boella, Maria Elena Innocenti
The growing amount of data produced by simulations and observations of space physics processes encourages the use of methods rooted in Machine Learning for data analysis and physic…
Particle-in-cell simulations of Alfvén wave parametric decay in a low-beta plasma
C. A Gonzalez, Maria Elena Innocenti, Anna Tenerani
We study the parametric decay instability of parallel propagating Alfvén wave in a low-beta plasma using one-dimensional fully kinetic simulations. We focus for the first time on t…