Precise and Accurate Short-term Forecasting of Solar Energetic Particle Events with Multivariate Time Series Classifiers
Fuente:
arXiv
Saved in:
| Main Authors: | Rotti, Sumanth A., Aydin, Berkay, Martens, Petrus C. |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Short-term Classification of Strong Solar Energetic Particle Events using Multivariate Time Series Classifiers
by: Rotti, Sumanth A., et al.
Published: (2024)
by: Rotti, Sumanth A., et al.
Published: (2024)
MEMPSEP II. -- Forecasting the Properties of Solar Energetic Particle Events using a Multivariate Ensemble Approach
by: Dayeh, Maher A., et al.
Published: (2023)
by: Dayeh, Maher A., et al.
Published: (2023)
Solar Energetic Particle Events and Radio Bursts
by: Gopalswamy, Nat
Published: (2024)
by: Gopalswamy, Nat
Published: (2024)
Forecasting and Analysis of Solar Energetic Particle Radiation Storms
by: Malandraki, Olga, et al.
Published: (2025)
by: Malandraki, Olga, et al.
Published: (2025)
Seeds and Sequences of Element Abundances in Solar Energetic Particle Events
by: Reames, Donald V.
Published: (2024)
by: Reames, Donald V.
Published: (2024)
Investigation of Inverse Velocity Dispersion in a Solar Energetic Particle Event Observed by Solar Orbiter
by: Ding, Zheyi, et al.
Published: (2025)
by: Ding, Zheyi, et al.
Published: (2025)
Evidence of Time-Dependent Diffusive Shock Acceleration in the 2022 September 5 Solar Energetic Particle Event
by: Chen, Xiaohang, et al.
Published: (2025)
by: Chen, Xiaohang, et al.
Published: (2025)
Physics-Based Simulation of the 2013 April 11 Solar Energetic Particle Event
by: Liu, Weihao, et al.
Published: (2024)
by: Liu, Weihao, et al.
Published: (2024)
Composition variation of the May 16 2023 Solar Energetic Particle Event observed by Solar Orbiter and Parker Solar Probe
by: Xu, Z. G., et al.
Published: (2024)
by: Xu, Z. G., et al.
Published: (2024)
Counterintuitive Magnetic Connectivity and Energetic Particle Flux Differences among Nearby Spacecraft During the 2023 February 24 Solar Energetic Particle Event
by: Liu, Weihao, et al.
Published: (2026)
by: Liu, Weihao, et al.
Published: (2026)
Helium-3 Enrichment in Gradual Solar Energetic Particle Events: Evidence for Jet-Supplied Seed Population
by: Bucik, R., et al.
Published: (2025)
by: Bucik, R., et al.
Published: (2025)
Velocity dispersion of Solar Energetic Particles in turbulent heliosphere
by: Laitinen, T., et al.
Published: (2026)
by: Laitinen, T., et al.
Published: (2026)
Origin of Unusual Composition of 3He-Rich Solar Energetic Particles
by: Bucik, R., et al.
Published: (2025)
by: Bucik, R., et al.
Published: (2025)
Three-stage Acceleration of Solar Energetic Particles Detected by Parker Solar Probe
by: Chen, Xiaomin, et al.
Published: (2024)
by: Chen, Xiaomin, et al.
Published: (2024)
Correlation of Coronal Mass Ejection Shock Temperature with Solar Energetic Particle Intensity
by: Cuesta, Manuel Enrique, et al.
Published: (2024)
by: Cuesta, Manuel Enrique, et al.
Published: (2024)
Variation in Path Lengths of Turbulent Magnetic Field Lines and Solar Energetic Particles
by: Sonsrettee, Wirin, et al.
Published: (2024)
by: Sonsrettee, Wirin, et al.
Published: (2024)
Element Abundances and the Physics of Solar Energetic Particles
by: Reames, Donald V.
Published: (2024)
by: Reames, Donald V.
Published: (2024)
Revisiting Empirical Solar Energetic Particle Scaling Relations II. Coronal Mass Ejections
by: Papaioannou, Athanasios, et al.
Published: (2024)
by: Papaioannou, Athanasios, et al.
Published: (2024)
Parker Solar Probe Observations of Energetic Particles in the Flank of a Coronal Mass Ejection Close to the Sun
by: Schwadron, N. A., et al.
Published: (2024)
by: Schwadron, N. A., et al.
Published: (2024)
Linking Solar Magnetism, Extreme Solar Particle Events and Stellar Superflares
by: Vasilyev, Valeriy, et al.
Published: (2026)
by: Vasilyev, Valeriy, et al.
Published: (2026)
Transfer of Entropy between the Magnetic Field and Solar Energetic Particles during an Interplanetary Coronal Mass Ejection
by: Cuesta, M. E., et al.
Published: (2025)
by: Cuesta, M. E., et al.
Published: (2025)
A statistical study on the peak and fluence spectra of Solar Energetic Particles observed over 4 solar cycles
by: Wang, Yubao, et al.
Published: (2024)
by: Wang, Yubao, et al.
Published: (2024)
Kappa-tail technique: Modeling and application to Solar Energetic Particles observed by Parker Solar Probe
by: Livadiotis, G., et al.
Published: (2024)
by: Livadiotis, G., et al.
Published: (2024)
Acceleration and Release of Solar Energetic Particles Associated with a Coronal Shock on 2021 September 28 Observed by Four Spacecraft
by: Zhuang, Bin, et al.
Published: (2024)
by: Zhuang, Bin, et al.
Published: (2024)
Operational and Exploration Requirements and Research Capabilities for SEP Environment Monitoring and Forecasting
by: Sadykov, Viacheslav, et al.
Published: (2025)
by: Sadykov, Viacheslav, et al.
Published: (2025)
Energetic Particles from Quasi-Separatrix Layers and Current Sheets at the Sun
by: Schwadron, Nathan A., et al.
Published: (2024)
by: Schwadron, Nathan A., et al.
Published: (2024)
Solar Energetic Particle Charge States and Abundances with Nonthermal Electrons
by: Lee, Jin-Yi, et al.
Published: (2024)
by: Lee, Jin-Yi, et al.
Published: (2024)
Comparing Methods for Calculating Solar Energetic Particle Intensities: Re-binning versus Spectral Binning
by: Cuesta, M. E., et al.
Published: (2025)
by: Cuesta, M. E., et al.
Published: (2025)
Active Region-based Flare Forecasting with Sliding Window Multivariate Time Series Forest Classifiers
by: Ji, Anli, et al.
Published: (2024)
by: Ji, Anli, et al.
Published: (2024)
Parallel Diffusion Coefficient of Energetic Charged Particles in the Inner Heliosphere from the Turbulent Magnetic Fields Measured by Parker Solar Probe
by: Chen, Xiaohang, et al.
Published: (2024)
by: Chen, Xiaohang, et al.
Published: (2024)
Radial Evolution of ICME-Associated Particle Acceleration Observed by Solar Orbiter and ACE
by: Walker, Malik H., et al.
Published: (2024)
by: Walker, Malik H., et al.
Published: (2024)
Sunward Streaming 3He-rich SEP Events Observed by Solar Orbiter and Parker Solar Probe during Perihelion Passage
by: Hart, Samuel T., et al.
Published: (2026)
by: Hart, Samuel T., et al.
Published: (2026)
How Small-scale Jet-like Solar Events from Miniature Flux Rope Eruptions Might Produce the Solar Wind
by: Sterling, Alphonse C., et al.
Published: (2024)
by: Sterling, Alphonse C., et al.
Published: (2024)
Inverse Velocity Dispersion of Solar Energetic Protons Observed by Solar Orbiter and Its Shock Acceleration Explanation
by: Li, Yuncong, et al.
Published: (2025)
by: Li, Yuncong, et al.
Published: (2025)
Post-processing Probabilistic Forecasts of the Solar Wind by Data Mining Similar Scenarios
by: da Silva, Daniel E., et al.
Published: (2026)
by: da Silva, Daniel E., et al.
Published: (2026)
Cross-Field Diffusion Effects on Particle Transport in a Solar Coronal Flux Rope
by: Husidic, Edin, et al.
Published: (2024)
by: Husidic, Edin, et al.
Published: (2024)
Towards a Fully Automated Pipeline for Short-Term Forecasting of In Situ Coronal Mass Ejection Magnetic Field Structure
by: Rüdisser, Hannah T., et al.
Published: (2026)
by: Rüdisser, Hannah T., et al.
Published: (2026)
Energetic Ion Composition as a Means of Investigating the Physical Origins of Alpha Particle Heavy Magnetic Switchbacks
by: McDougall, Emily, et al.
Published: (2024)
by: McDougall, Emily, et al.
Published: (2024)
Large Model Driven Solar Activity AI Forecaster: A Scalable Dual Data-Model Framework
by: Wang, Jingjing, et al.
Published: (2025)
by: Wang, Jingjing, et al.
Published: (2025)
Type IV-like Solar Radio Burst Consisting of a Series of Spikes Observed by PSP
by: Ma, Bing, et al.
Published: (2024)
by: Ma, Bing, et al.
Published: (2024)
Similar Items
-
Short-term Classification of Strong Solar Energetic Particle Events using Multivariate Time Series Classifiers
by: Rotti, Sumanth A., et al.
Published: (2024) -
MEMPSEP II. -- Forecasting the Properties of Solar Energetic Particle Events using a Multivariate Ensemble Approach
by: Dayeh, Maher A., et al.
Published: (2023) -
Solar Energetic Particle Events and Radio Bursts
by: Gopalswamy, Nat
Published: (2024) -
Forecasting and Analysis of Solar Energetic Particle Radiation Storms
by: Malandraki, Olga, et al.
Published: (2025) -
Seeds and Sequences of Element Abundances in Solar Energetic Particle Events
by: Reames, Donald V.
Published: (2024)