42 citations · 62 across the 3 of their papers we have counts for
3 papers
physics.space-ph2022★ 42 cited
Multi-Hour Ahead Dst Index Prediction Using Multi-Fidelity Boosted Neural Networks
A. Hu, E. Camporeale, B. Swiger
The Disturbance storm time (Dst) index has been widely used as a proxy for the ring current intensity, and therefore as a measure of geomagnetic activity. It is derived by measurem…
astro-ph.SR2021★ 2 cited
A Machine-Learning-Ready Dataset Prepared from the Solar and Heliospheric Observatory Mission
Carl Shneider, Andong Hu, Ajay K. Tiwari +4
We present a Python tool to generate a standard dataset from solar images that allows for user-defined selection criteria and a range of pre-processing steps. Our Python tool works…
physics.comp-ph2020★ 18 cited
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…