Solar flare forecasting with foundational transformer models across image, video, and time-series modalities
Fuente:
arXiv
Guardado en:
| Autores principales: | Riggi, S., Romano, P., Pilzer, A., Becciani, U. |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Bypassing the static input size of neural networks in flare forecasting by using spatial pyramid pooling
por: Vong, Philippe, et al.
Publicado: (2025)
por: Vong, Philippe, et al.
Publicado: (2025)
Towards imaging-spectro-polarimetry of solar flares in the X-rays
por: Fabiani, Sergio, et al.
Publicado: (2024)
por: Fabiani, Sergio, et al.
Publicado: (2024)
A machine learning approach for computing solar flare locations in X-rays on-board Solar Orbiter/STIX
por: Massa, Paolo, et al.
Publicado: (2024)
por: Massa, Paolo, et al.
Publicado: (2024)
Multi-modal encoder-decoder neural network for forecasting solar wind speed at L1
por: Dhuri, Dattaraj B., et al.
Publicado: (2025)
por: Dhuri, Dattaraj B., et al.
Publicado: (2025)
Detecting stellar flares in photometric data using hidden Markov models
por: Esquivel, J. Arturo, et al.
Publicado: (2024)
por: Esquivel, J. Arturo, et al.
Publicado: (2024)
Real-time detection of solar flares from ground-based VLF data
por: Teysseyre, Pauline, et al.
Publicado: (2026)
por: Teysseyre, Pauline, et al.
Publicado: (2026)
Solar flares in the Solar Orbiter era: Short-exposure EUI/FSI observations of STIX flares
por: Collier, Hannah, et al.
Publicado: (2024)
por: Collier, Hannah, et al.
Publicado: (2024)
Detecting quasi-periodic pulsations in solar and stellar flares with a neural network
por: Belov, Sergey A., et al.
Publicado: (2024)
por: Belov, Sergey A., et al.
Publicado: (2024)
Spectral component imaging of solar X-ray flares
por: Stiefel, Muriel Zoë, et al.
Publicado: (2025)
por: Stiefel, Muriel Zoë, et al.
Publicado: (2025)
DanceCam: atmospheric turbulence mitigation in wide-field astronomical images with short-exposure video streams
por: Bialek, Spencer, et al.
Publicado: (2024)
por: Bialek, Spencer, et al.
Publicado: (2024)
Improving image quality of the Solar Disk Imager (SDI) of the Lyman-alpha Solar Telescope (LST) onboard the ASO-S mission
por: Liu, Hui, et al.
Publicado: (2024)
por: Liu, Hui, et al.
Publicado: (2024)
Solar Transient Recognition Using Deep Learning (STRUDL) for heliospheric imager data
por: Bauer, Maike, et al.
Publicado: (2025)
por: Bauer, Maike, et al.
Publicado: (2025)
The CubeSpec space mission: Asteroseismology of massive stars from time-series optical spectroscopy
por: Bowman, D. M., et al.
Publicado: (2022)
por: Bowman, D. M., et al.
Publicado: (2022)
STORMY : A Real-time Triggering Framework using Yamagawa Solar Spectrograph for Active Solar Emission Observations with the MWA
por: Patra, Deepan, et al.
Publicado: (2025)
por: Patra, Deepan, et al.
Publicado: (2025)
Application of Convolutional Neural Networks to time domain astrophysics. 2D image analysis of OGLE light curves
por: Monsalves, N., et al.
Publicado: (2024)
por: Monsalves, N., et al.
Publicado: (2024)
Solar synthetic imaging: Introducing denoising diffusion probabilistic models on SDO/AIA data
por: Ramunno, Francesco P., et al.
Publicado: (2024)
por: Ramunno, Francesco P., et al.
Publicado: (2024)
Initial radiometric calibration of the High-Resolution EUV Imager ($\textrm{HRI}_\textrm{EUV}$) of the Extreme Ultraviolet Imager (EUI) instrument onboard Solar Orbiter
por: Gissot, S., et al.
Publicado: (2023)
por: Gissot, S., et al.
Publicado: (2023)
e-CALLISTO FITS Analyzer: A Software Framework for CALLISTO Solar Radio Data
por: Liyanage, G. L. S. S., et al.
Publicado: (2026)
por: Liyanage, G. L. S. S., et al.
Publicado: (2026)
Multitaper magnitude-squared coherence for time series with missing data: Understanding oscillatory processes traced by multiple observables
por: Dodson-Robinson, Sarah E., et al.
Publicado: (2025)
por: Dodson-Robinson, Sarah E., et al.
Publicado: (2025)
SNAD catalogue of M-dwarf flares from the Zwicky Transient Facility
por: Voloshina, A. S., et al.
Publicado: (2024)
por: Voloshina, A. S., et al.
Publicado: (2024)
The CUbesat Solar Polarimeter (CUSP): mission overview II
por: Fabiani, Sergio, et al.
Publicado: (2025)
por: Fabiani, Sergio, et al.
Publicado: (2025)
Habitability of exoplanets orbiting flaring stars
por: Szabó, Rebecca, et al.
Publicado: (2025)
por: Szabó, Rebecca, et al.
Publicado: (2025)
SolarZip: An Efficient and Adaptive Compression Framework for Solar EUV Imaging Data
por: Liu, Zedong, et al.
Publicado: (2025)
por: Liu, Zedong, et al.
Publicado: (2025)
Probing the Solar Corona and the Solar Wind Using Angular Broadening Observations with the SKA
por: Zhang, Peijin, et al.
Publicado: (2026)
por: Zhang, Peijin, et al.
Publicado: (2026)
An Improved HDBSCAN-based Detection and Tracking Method for Solar Active Regions in Magnetograms
por: Shi, C. X., et al.
Publicado: (2026)
por: Shi, C. X., et al.
Publicado: (2026)
Unraveling the Secrets of the lower Solar Atmosphere: One year of Operation of the Solar Ultraviolet Imaging Telescope (SUIT) on board Aditya-L1
por: Gopalakrishnan, Rahul, et al.
Publicado: (2025)
por: Gopalakrishnan, Rahul, et al.
Publicado: (2025)
The Alignment of High-resolution Solar Prominence Images Observed by the New Vacuum Solar Telescope
por: Cai, Yunfang, et al.
Publicado: (2025)
por: Cai, Yunfang, et al.
Publicado: (2025)
A New Method of Deriving Doppler Velocities for Solar Orbiter SPICE
por: Plowman, J. E., et al.
Publicado: (2025)
por: Plowman, J. E., et al.
Publicado: (2025)
Siberian radioheliograph image classification using ensemble of CLIP, EfficientNet and CatBoost models
por: Egorov, Yaroslav
Publicado: (2025)
por: Egorov, Yaroslav
Publicado: (2025)
Optically Quiet, But FUV Loud: Results from comparing the far-ultraviolet predictions of flare models with TESS and HST
por: Jackman, James A. G., et al.
Publicado: (2024)
por: Jackman, James A. G., et al.
Publicado: (2024)
Spectroscopic Imaging of the Sun with MeerKAT: Opening a New Frontier in Solar Physics
por: Kansabanik, Devojyoti, et al.
Publicado: (2023)
por: Kansabanik, Devojyoti, et al.
Publicado: (2023)
Inflight Performance and Calibrations of the Lyman-alpha Solar Telescope on board the Advanced Space-based Solar Observatory
por: Chen, Bo, et al.
Publicado: (2024)
por: Chen, Bo, et al.
Publicado: (2024)
Large-scale time-series spectroscopy for stellar ages
por: Gruner, David, et al.
Publicado: (2026)
por: Gruner, David, et al.
Publicado: (2026)
SOLARNET Metadata Recommendations for Solar Observations
por: Haugan, Stein Vidar Hagfors, et al.
Publicado: (2020)
por: Haugan, Stein Vidar Hagfors, et al.
Publicado: (2020)
Scalable stellar evolution forecasting: Deep learning emulation vs. hierarchical nearest neighbor interpolation
por: Maltsev, K., et al.
Publicado: (2023)
por: Maltsev, K., et al.
Publicado: (2023)
The Solar Ultraviolet Imaging Telescope on board Aditya-L1
por: Tripathi, Durgesh, et al.
Publicado: (2025)
por: Tripathi, Durgesh, et al.
Publicado: (2025)
The multi$-$physics analysis and design of CUSP, a two CubeSat constellation for Space Weather and Solar flares X-ray polarimetry
por: Lombardi, Giovanni, et al.
Publicado: (2024)
por: Lombardi, Giovanni, et al.
Publicado: (2024)
The making of robust and highly performing imaging spectropolarimeters for large solar telescopes
por: Scharmer, G. B., et al.
Publicado: (2025)
por: Scharmer, G. B., et al.
Publicado: (2025)
Solar Radio Burst Detection Based on Deformable DETR
por: Wang, Mingming, et al.
Publicado: (2025)
por: Wang, Mingming, et al.
Publicado: (2025)
Classification of Solar Radio Spectrum Based on Swin Transformer
por: Chen, Jian, et al.
Publicado: (2025)
por: Chen, Jian, et al.
Publicado: (2025)
Ejemplares similares
-
Bypassing the static input size of neural networks in flare forecasting by using spatial pyramid pooling
por: Vong, Philippe, et al.
Publicado: (2025) -
Towards imaging-spectro-polarimetry of solar flares in the X-rays
por: Fabiani, Sergio, et al.
Publicado: (2024) -
A machine learning approach for computing solar flare locations in X-rays on-board Solar Orbiter/STIX
por: Massa, Paolo, et al.
Publicado: (2024) -
Multi-modal encoder-decoder neural network for forecasting solar wind speed at L1
por: Dhuri, Dattaraj B., et al.
Publicado: (2025) -
Detecting stellar flares in photometric data using hidden Markov models
por: Esquivel, J. Arturo, et al.
Publicado: (2024)