Comparison of Deep Learning Techniques to Model Connections Between Solar Wind and Ground Magnetic Perturbations

Comparison of Deep Learning Techniques to Model Connections Between Solar Wind and Ground Magnetic Perturbations

Geomagnetically induced currents (GIC) can drive power outages and damage power grid components while also affecting pipelines and train systems. Developing the ability to predict local GICs is important to protecting infrastructure and limiting the impact of geomagnetic storms on public safety and...

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Bibliographic Details
Main Authors: Amy M. Keesee, Victor Pinto, Michael Coughlan, Connor Lennox, Md Shaad Mahmud, Hyunju K. Connor
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-10-01
Series:Frontiers in Astronomy and Space Sciences
Subjects:
space weather
GIC
geomagnetic storms
ground magnetic field
machine learning
neural network
Online Access:https://www.frontiersin.org/article/10.3389/fspas.2020.550874/full

Internet

https://www.frontiersin.org/article/10.3389/fspas.2020.550874/full

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