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Towards sustainable human space exploration—priorities for radiation research to quantify and mitigate radiation risks
Human spaceflight is entering a new era of sustainable human space exploration. By 2030
humans will regularly fly to the Moon's orbit, return to the Moon's surface and preparations …
humans will regularly fly to the Moon's orbit, return to the Moon's surface and preparations …
[HTML][HTML] Prediction of solar energetic events impacting space weather conditions
Aiming to assess the progress and current challenges on the formidable problem of the
prediction of solar energetic events since the COSPAR/International Living With a Star …
prediction of solar energetic events since the COSPAR/International Living With a Star …
Improving solar energetic particle event prediction through multivariate time series data augmentation
Solar energetic particles (SEPs) are associated with extreme solar events that can cause
major damage to space-and ground-based life and infrastructure. High-intensity SEP events …
major damage to space-and ground-based life and infrastructure. High-intensity SEP events …
Toward enhanced prediction of high‐impact solar energetic particle events using multimodal time series data fusion models
Solar energetic particle (SEP) events, originating from solar flares and Coronal Mass
Ejections, present significant hazards to space exploration and technology on Earth …
Ejections, present significant hazards to space exploration and technology on Earth …
A detailed survey of the parallel mean free path of solar energetic particle protons and electrons
In this work, more than a dozen solar energetic particle (SEP) events are identified where
the source region is magnetically well connected to at least one spacecraft at 1 au. The …
the source region is magnetically well connected to at least one spacecraft at 1 au. The …
[HTML][HTML] Overview, progress and next steps for our understanding of the near-earth space radiation and plasma environment: Science and applications
Abstract The Near-Earth Space Radiation and Plasma Environment falls within the realm of
G3 Cluster (G3 refers to 'Near-Earth Radiation and Plasma Environment'of the 'Coupled …
G3 Cluster (G3 refers to 'Near-Earth Radiation and Plasma Environment'of the 'Coupled …
Explaining full-disk deep learning model for solar flare prediction using attribution methods
Solar flares are transient space weather events that pose a significant threat to space and
ground-based technological systems, making their precise and reliable prediction crucial for …
ground-based technological systems, making their precise and reliable prediction crucial for …
[HTML][HTML] A review on radiation environment pathways to impacts: Radiation effects, relevant empirical environment models, and future needs
Abstract Space radiation affects every aspect of spacecraft design and operation. As a part
of the ISWAT (International Space Weather Actions Teams, http://iswat-cospar. org/) effort …
of the ISWAT (International Space Weather Actions Teams, http://iswat-cospar. org/) effort …
CME arrival modeling with machine learning
Abstract Space weather phenomena have long captured the attention of the scientific
community, and along with recent technological developments, the awareness that such …
community, and along with recent technological developments, the awareness that such …
Explainable deep learning-based solar flare prediction with post hoc attention for operational forecasting
This paper presents a post hoc analysis of a deep learning-based full-disk solar flare
prediction model. We used hourly full-disk line-of-sight magnetogram images and selected …
prediction model. We used hourly full-disk line-of-sight magnetogram images and selected …