Original Research
Published on 25 Sep 2020
Visualizing and Interpreting Unsupervised Solar Wind Classifications
in Space Physics
Frontiers in Astronomy and Space Sciences
doi 10.3389/fspas.2020.553207
- 4,146 views
- 11 citations
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636 articles
Articles
Original Research
Published on 18 Sep 2020
Convolutional Neural Networks for Predicting the Strength of the Near-Earth Magnetic Field Caused by Interplanetary Coronal Mass Ejections
in Space Physics
Frontiers in Astronomy and Space Sciences
doi 10.3389/fspas.2020.00062
- 2,878 views
- 2 citations
Original Research
Published on 03 Sep 2020
Automatic Classification of Plasma Regions in Near-Earth Space With Supervised Machine Learning: Application to Magnetospheric Multi Scale 2016–2019 Observations
in Space Physics
Frontiers in Astronomy and Space Sciences
doi 10.3389/fspas.2020.00055
- 5,003 views
- 30 citations
Original Research
Published on 01 Sep 2020
MMS SITL Ground Loop: Automating the Burst Data Selection Process
in Space Physics
Frontiers in Astronomy and Space Sciences
doi 10.3389/fspas.2020.00054
- 6,535 views
- 25 citations
Original Research
Published on 31 Aug 2020
Some Similarities and Differences Between the Observed Alfvénic Fluctuations in the Fast Solar Wind and Navier–Stokes Turbulence
in Space Physics
Frontiers in Astronomy and Space Sciences
doi 10.3389/fspas.2020.00053
- 2,398 views
Original Research
Published on 14 Aug 2020
Neural Network Based Identification of Energy Conversion Regions and Bursty Bulk Flows in Cluster Data
in Space Physics
Frontiers in Astronomy and Space Sciences
doi 10.3389/fspas.2020.00051
- 1,677 views
Brief Research Report
Published on 30 Jul 2020
Improvement of Plasma Sheet Neural Network Accuracy With Inclusion of Physical Information
in Space Physics
Frontiers in Astronomy and Space Sciences
doi 10.3389/fspas.2020.00042
- 2,002 views
- 6 citations
Original Research
Published on 22 Jul 2020
Dynamic Time Warping as a New Evaluation for Dst Forecast With Machine Learning
in Space Physics
Frontiers in Astronomy and Space Sciences
doi 10.3389/fspas.2020.00039
- 8,603 views
- 37 citations
Original Research
Published on 21 Jul 2020
Near-Approach Imaging Simulation of Low-Altitude ENA Emissions by a LEO Satellite
in Space Physics
Frontiers in Astronomy and Space Sciences
doi 10.3389/fspas.2020.00035
- 2,693 views
- 5 citations
Original Research
Published on 08 Jul 2020
Incorporating Physical Knowledge Into Machine Learning for Planetary Space Physics
in Space Physics
Frontiers in Astronomy and Space Sciences
doi 10.3389/fspas.2020.00036
- 6,204 views
- 20 citations
Brief Research Report
Published on 26 Jun 2020
Analyzing AIA Flare Observations Using Convolutional Neural Networks
in Space Physics
Frontiers in Astronomy and Space Sciences
doi 10.3389/fspas.2020.00034
- 2,805 views
- 8 citations
Brief Research Report
Published on 23 Jun 2020
Spectral Deconvolution With Deep Learning: Removing the Effects of Spectral PSF Broadening
in Space Physics
Frontiers in Astronomy and Space Sciences
doi 10.3389/fspas.2020.00029
- 7,359 views
- 7 citations
Original Research
Published on 17 Jun 2020
The Beam Plasma Interactions Experiment: An Active Experiment Using Pulsed Electron Beams
in Space Physics
Frontiers in Astronomy and Space Sciences
doi 10.3389/fspas.2020.00023
- 5,931 views
- 16 citations
Brief Research Report
Published on 05 Jun 2020
Inferring Plasma Flows at Granular and Supergranular Scales With a New Architecture for the DeepVel Neural Network
in Space Physics
Frontiers in Astronomy and Space Sciences
doi 10.3389/fspas.2020.00025
- 2,644 views
- 9 citations
Original Research
Published on 05 Jun 2020
Classification of Magnetosheath Jets Using Neural Networks and High Resolution OMNI (HRO) Data
in Space Physics
Frontiers in Astronomy and Space Sciences
doi 10.3389/fspas.2020.00024
- 3,640 views
- 19 citations
Review
Published on 20 May 2020
Plasma and Magnetic-Field Structure of the Solar Wind at Inertial-Range Scale Sizes Discerned From Statistical Examinations of the Time-Series Measurements
in Space Physics
Frontiers in Astronomy and Space Sciences
doi 10.3389/fspas.2020.00020
- 4,039 views
- 16 citations