Image de couverture de livre

Classifying different types of solar wind plasma with uncertainty estimations using machine learning

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Narock, Tom, Pal, Sanchita, Arsham, Aryana, Narock, Ayris, Nieves-Chinchilla, Teresa
Format:	Preprint
Publié:	2024
Sujets:	Solar and Stellar Astrophysics Space Physics
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Automatic detection of large-scale flux ropes and their geoeffectiveness with a machine learning approach
par: Pal, Sanchita, et autres
Publié: (2024)

Magnetic interaction analysis of multiple interplanetary coronal mass ejections leading to a historic geomagnetic storm in May 2024
par: Pal, Sanchita, et autres
Publié: (2025)

Estimating uncertainties in the back-mapping of the fast solar wind
par: Koukras, Alexandros, et autres
Publié: (2022)

Distorted Magnetic Flux Ropes within Interplanetary Coronal Mass Ejections
par: Weiss, Andreas J., et autres
Publié: (2024)

On the estimation of solar wind velocity under varying solar activity conditions using Akatsuki measurements
par: Aggarwal, Keshav, et autres
Publié: (2025)

HiSAXy: A fast methodology for solar wind structure identification in millions of time series
par: Lamdouar, Hala, et autres
Publié: (2025)

The differences in the origination and properties of the near-Earth solar wind between solar cycles 23 and 24
par: Shi, Xinzheng, et autres
Publié: (2024)

A generalized method for estimating solar wind speeds and densities using spectral broadening for a Kolmogorov turbulence spectrum
par: Aggarwal, Keshav, et autres
Publié: (2026)

Alfvénic solar wind intervals observed by Solar Orbiter: Exploiting the capability of the SWA plasma suite and source region investigation
par: D'Amicis, R., et autres
Publié: (2025)

Disentangling the solar activity-solar wind predictive causality at Space Climate scales
par: Reda, Raffaele, et autres
Publié: (2023)

Alfvén wave propagation, reflection and trapping in the solar wind
par: Kumar, Anmol, et autres
Publié: (2025)

Near subsonic solar wind outflow from an active region
par: Ervin, Tamar, et autres
Publié: (2024)

Validity of using Elsässer variables to study the interaction of compressible solar wind fluctuations with a coronal mass ejection
par: Sishtla, Chaitanya Prasad, et autres
Publié: (2024)

A Survey of Coronal Mass Ejections Measured In Situ by Parker Solar Probe During 2018-2022
par: Salman, Tarik M., et autres
Publié: (2024)

Evolution of MHD turbulence in the expanding solar wind: residual energy and intermittency
par: Shi, Chen, et autres
Publié: (2023)

Identifying coronal sources of L1 solar wind disturbances using the Fisk heliospheric magnetic field and potential field extrapolations during three solar minima
par: Steyn, P. J., et autres
Publié: (2024)

Chromospheric turbulence as a regulator of stellar wind mass flux
par: Shoda, Munehito, et autres
Publié: (2026)

Effects of background solar wind and drag force on the propagation of coronal mass ejection driven shock
par: Wu, Chin-Chun, et autres
Publié: (2024)

Compositional metrics of fast and slow Alfvenic solar wind emerging from coronal holes and their boundaries
par: Ervin, Tamar, et autres
Publié: (2023)

A robust empirical relationship between speed and turbulence energy in the near-Earth solar wind
par: Chhiber, Rohit, et autres
Publié: (2025)

Radial evolution of a density structure within a solar wind magnetic sector boundary
par: Berriot, Etienne, et autres
Publié: (2024)

Testing the flux tube expansion factor -- solar wind speed relation with Solar Orbiter data
par: Dakeyo, J-B., et autres
Publié: (2024)

Uniturbulence and Alfven wave solar model
par: Van Doorsselaere, Tom, et autres
Publié: (2025)

Modeling hot, anisotropic ion beams in the solar wind motivated by the Parker Solar Probe observations near perihelia
par: Ofman, Leon, et autres
Publié: (2025)

Radial evolution of Alfvén wave Parametric Decay Instability in the near-Sun solar wind: Effects of Temperature Anisotropy
par: Saguchi, Hayato, et autres
Publié: (2026)

Velocity-space turbulent cascade in the near-Sun solar wind: first insights from the Parker Solar Probe mission
par: Larosa, A., et autres
Publié: (2025)

Constraining solar wind transport model parameters using Bayesian analysis
par: Bishop, Mark, et autres
Publié: (2024)

Long-term variation of the solar polar magnetic fields at different latitudes
par: Yang, Shuhong, et autres
Publié: (2024)

Characterizing the solar cycle variability using nonlinear time series analysis at different amounts of dynamo supercriticality: Solar dynamo is not highly supercritical
par: Ghosh, Aparup, et autres
Publié: (2024)

Tracking solar radio bursts using Bayesian multilateration
par: Cañizares, L. A., et autres
Publié: (2024)

The effect of turbulence on the angular momentum of the solar wind
par: Chhiber, Rohit, et autres
Publié: (2025)

Solar wind data analysis aided by synthetic modeling: a better understanding of plasma-frame variations from temporal data
par: Magyar, Norbert, et autres
Publié: (2024)

Prompt identification of solar wind stream interaction regions from Survey Burst 1 Mode observations of the Radio and Plasma Wave experiment on Solar Orbiter
par: Chechotkin, Dmytro, et autres
Publié: (2025)

Imaging and spectropolarimetric observations of a band-split type II solar radio burst with LOFAR
par: Normo, S., et autres
Publié: (2025)

Dynamics and solar wind control of the recovery of strong geomagnetic storms
par: Ahmed, O., et autres
Publié: (2024)

Unveiling the Journey of a Highly Inclined CME: Insights from the March 13, 2012 Event with 110$^\circ$ Longitudinal Separation
par: Carcaboso, F., et autres
Publié: (2024)

Challenges in identifying the coronal hole wind
par: Heidrich-Meisner, Verena, et autres
Publié: (2025)

Addressing the open flux problem with a non-spherical solar coronal magnetic field model
par: Wu, Ziqi, et autres
Publié: (2026)

Electron-ion heating partition in imbalanced solar-wind turbulence
par: Squire, Jonathan, et autres
Publié: (2023)

Differentiating the acceleration mechanisms in the slow and Alfvénic slow solar wind
par: Rivera, Yeimy J., et autres
Publié: (2025)