32 citations · 59 across the 4 of their papers we have counts for
4 papers
Direct evidence of magnetic reconnection onset via the tearing instability
Mayur R. Bakrania, I. Jonathan Rae, Andrew P. Walsh +4
Magnetic reconnection is a sporadic process responsible for energy release in space and laboratory plasmas. It is believed that the tearing mode instability may be responsible for…
Using dimensionality reduction and clustering techniques to classify space plasma regimes
Mayur R. Bakrania, I. Jonathan Rae, Andrew P. Walsh +2
Collisionless space plasma environments are typically characterised by distinct particle populations. Although moments of their velocity distribution functions help in distinguishi…
Integrating Machine Learning for Planetary Science: Perspectives for the Next Decade
Abigail R. Azari, John B. Biersteker, Ryan M. Dewey +13
Machine learning (ML) methods can expand our ability to construct, and draw insight from large datasets. Despite the increasing volume of planetary observations, our field has seen…
Statistics of Solar Wind Electron Breakpoint Energies Using Machine Learning Techniques
Mayur R. Bakrania, I. Jonathan Rae, Andrew P. Walsh +4
Solar wind electron velocity distributions at 1 au consist of a thermal "core" population and two suprathermal populations: "halo" and "strahl". The core and halo are quasi-isotrop…