[HTML][HTML] Towards sustainable human space exploration—priorities for radiation research to quantify and mitigate radiation risks
A Fogtman, S Baatout, B Baselet, T Berger… - npj …, 2023 - nature.com
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
P Hosseinzadeh, SF Boubrahimi… - The Astrophysical …, 2024 - iopscience.iop.org
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 …
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 …
Exploring deep learning for full-disk solar flare prediction with empirical insights from guided grad-cam explanations
This study progresses solar flare prediction research by presenting a full-disk deep-learning
model to forecast ≧M-class solar flares and evaluating its efficacy on both central …
model to forecast ≧M-class solar flares and evaluating its efficacy on both central …
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 …
Short-term Classification of Strong Solar Energetic Particle Events Using Multivariate Time-series Classifiers
Solar energetic particle (SEP) events are one of the most crucial aspects of space weather
that require continuous monitoring and forecasting. Their prediction depends on various …
that require continuous monitoring and forecasting. Their prediction depends on various …
[HTML][HTML] Improved space weather observations and modeling for aviation radiation
HM Bain, TG Onsager, CJ Mertens… - Frontiers in Astronomy …, 2023 - frontiersin.org
In recent years there has been a growing interest from the aviation community for space
weather radiation forecasts tailored to the needs of the aviation industry. In 2019 several …
weather radiation forecasts tailored to the needs of the aviation industry. In 2019 several …
[HTML][HTML] Particle radiation environment in the heliosphere: Status, limitations, and recommendations
Abstract Space weather is a multidisciplinary research area connecting scientists from
across heliophysics domains seeking a coherent understanding of our space environment …
across heliophysics domains seeking a coherent understanding of our space environment …
[HTML][HTML] Progress and challenges in understanding the ambient solar magnetic field, heating, and spectral irradiance
Abstract The Committee on Space Research (COSPAR) International Space Weather Action
Teams (ISWAT) has the objective of addressing key problems in space weather research …
Teams (ISWAT) has the objective of addressing key problems in space weather research …