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20182020
most citedCharacterizing magnetic reconnection regions using Gaussian mixture models on particle velocity distributions

14 citations · 14 across the 1 of their papers we have counts for

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physics.plasm-ph2020

Multi-beam Energy Moments of Multibeam Particle Velocity Distributions

M. V. Goldman, D. L. Newman, J. P. Eastwood +1

High resolution electron and ion velocity distributions, f(v), which consist of N effectively disjoint beams, have been measured by NASA's Magnetospheric Multi-Scale Mission (MMS)…

physics.plasm-ph2019★ 14 cited

Characterizing magnetic reconnection regions using Gaussian mixture models on particle velocity distributions

Romain Dupuis, Martin V. Goldman, David L. Newman +2

We present a method based on unsupervised machine learning to identify regions of interest using particle velocity distributions as a signature pattern. An automatic density estima…