18 citations · 49 across the 3 of their papers we have counts for
3 papers
Characterizing current structures in 3D hybrid-kinetic simulations of plasma turbulence
Manuela Sisti, Sid Fadanelli, Silvio Sergio Cerri +3
In space and astrophysical plasmas turbulence leads to the development of coherent structures characterized by a strong current density and important magnetic shears. Using hybrid-…
Detecting Reconnection Events in Kinetic Vlasov Hybrid Simulations Using Clustering Techniques
Manuela Sisti, Francesco Finelli, Giorgio Pedrazzi +3
Kinetic turbulence in magnetized space plasmas has been extensively studied via in situ observations, numerical simulations and theoretical models. In this context, a key point con…
Identifying magnetic reconnection in 2D Hybrid Vlasov Maxwell simulations with Convolutional Neural Networks
A. Hu, M. Sisti, F. Finelli +5
Magnetic reconnection is a fundamental process that quickly releases magnetic energy stored in a plasma.Identifying, from simulation outputs, where reconnection is taking place is…