ORIGINAL RESEARCH
Published on 13 May 2021
Concurrent Empirical Magnetic Reconstruction of Storm and Substorm Spatial Scales Using Data Mining and Virtual Spacecraft
doi 10.3389/fphy.2021.653111
- 1,880 views
- 9 citations
- Frontiers in Astronomy and Space Sciences
- Space Physics
- Research Topics
- Machine Learning in Heliophysics
Machine Learning in Heliophysics
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Articles
ORIGINAL RESEARCH
Published on 12 May 2021
Exploring Three Recurrent Neural Network Architectures for Geomagnetic Predictions
doi 10.3389/fspas.2021.664483
- 3,371 views
- 10 citations
ORIGINAL RESEARCH
Published on 21 Apr 2021
Data Mining Reconstruction of Magnetotail Reconnection and Implications for Its First-Principle Modeling
doi 10.3389/fphy.2021.644884
- 2,724 views
- 30 citations
BRIEF RESEARCH REPORT
Published on 06 Oct 2020
Comparison of Deep Learning Techniques to Model Connections Between Solar Wind and Ground Magnetic Perturbations
doi 10.3389/fspas.2020.550874
- 4,264 views
- 30 citations
REVIEW
Published on 02 Oct 2020
Solar-Terrestrial Data Science: Prior Experience and Future Prospects
doi 10.3389/fspas.2020.540133
- 2,498 views
- 3 citations
ORIGINAL RESEARCH
Published on 25 Sep 2020
Visualizing and Interpreting Unsupervised Solar Wind Classifications
doi 10.3389/fspas.2020.553207
- 3,623 views
- 11 citations
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
doi 10.3389/fspas.2020.00062
- 2,472 views
- 3 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
doi 10.3389/fspas.2020.00055
- 4,583 views
- 33 citations
ORIGINAL RESEARCH
Published on 01 Sep 2020
MMS SITL Ground Loop: Automating the Burst Data Selection Process
doi 10.3389/fspas.2020.00054
- 6,270 views
- 27 citations
ORIGINAL RESEARCH
Published on 14 Aug 2020
Neural Network Based Identification of Energy Conversion Regions and Bursty Bulk Flows in Cluster Data
doi 10.3389/fspas.2020.00051
- 1,471 views
BRIEF RESEARCH REPORT
Published on 30 Jul 2020
Improvement of Plasma Sheet Neural Network Accuracy With Inclusion of Physical Information
doi 10.3389/fspas.2020.00042
- 1,757 views
- 6 citations
ORIGINAL RESEARCH
Published on 22 Jul 2020
Dynamic Time Warping as a New Evaluation for Dst Forecast With Machine Learning
doi 10.3389/fspas.2020.00039
- 8,138 views
- 45 citations
Published in
Frontiers in Astronomy and Space Sciences
Space Physics
Participating Journals
Frontiers in Physics
- 1.9 impact factor
- 4.5 citescore