Cover Image

Ordinal Encoding as a Regularizer in Binary Loss for Solar Flare Prediction

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Pandey, Chetraj, Hong, Jinsu, Ji, Anli, Angryk, Rafal A., Aydin, Berkay
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Solar and Stellar Astrophysics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Embedding Ordinality to Binary Loss Function for Improving Solar Flare Forecasting
by: Pandey, Chetraj, et al.
Published: (2024)

Advancing Solar Flare Prediction using Deep Learning with Active Region Patches
by: Pandey, Chetraj, et al.
Published: (2024)

Unveiling the Potential of Deep Learning Models for Solar Flare Prediction in Near-Limb Regions
by: Pandey, Chetraj, et al.
Published: (2023)

Uncertainty-Aware Solar Flare Regression
by: Hong, Jinsu, et al.
Published: (2026)

Large Scale Evaluation of Deep Learning-based Explainable Solar Flare Forecasting Models with Attribution-based Proximity Analysis
by: Adeyeha, Temitope, et al.
Published: (2024)

Towards Hybrid Embedded Feature Selection and Classification Approach with Slim-TSF
by: Ji, Anli, et al.
Published: (2024)

Active Region-based Flare Forecasting with Sliding Window Multivariate Time Series Forest Classifiers
by: Ji, Anli, et al.
Published: (2024)

FLARE-SSM: Deep State Space Models with Influence-Balanced Loss for 72-Hour Solar Flare Prediction
by: Takagi, Yusuke, et al.
Published: (2025)

Class-Based Time Series Data Augmentation to Mitigate Extreme Class Imbalance for Solar Flare Prediction
by: Wen, Junzhi, et al.
Published: (2024)

EdgeAttNet: Towards Barb-Aware Filament Segmentation
by: Solomon, Victor, et al.
Published: (2025)

CORONA-Fields: Leveraging Foundation Models for Classification of Solar Wind Phenomena
by: Martin, Daniela, et al.
Published: (2025)

A Multimodal Tiered Magnetic Polarity Inversion Features Dataset for Space Weather Forecasting
by: Khani, Ziba, et al.
Published: (2025)

A Foundation Model for the Solar Dynamics Observatory
by: Walsh, James, et al.
Published: (2024)

Deep Computer Vision for Solar Physics Big Data: Opportunities and Challenges
by: Shen, Bo, et al.
Published: (2024)

Short-term Classification of Strong Solar Energetic Particle Events using Multivariate Time Series Classifiers
by: Rotti, Sumanth A., et al.
Published: (2024)

Multimodal Flare Forecasting with Deep Learning
by: Francisco, Grégoire, et al.
Published: (2024)

AI Foundation Model for Heliophysics: Applications, Design, and Implementation
by: Roy, Sujit, et al.
Published: (2024)

Advances and Challenges in Solar Flare Prediction: A Review
by: Shao, Mingfu, et al.
Published: (2025)

Precise and Accurate Short-term Forecasting of Solar Energetic Particle Events with Multivariate Time Series Classifiers
by: Rotti, Sumanth A., et al.
Published: (2024)

Inspectorch: Efficient rare event exploration in solar observations
by: Baso, C. J. Díaz, et al.
Published: (2026)

Anticipating Solar Flares
by: Hudson, Hugh S.
Published: (2024)

Evolution of Flare Ribbon Bead-like Structures in a Solar Flare
by: French, Ryan J., et al.
Published: (2025)

Constraining the Mass Loss and the Kinetic Energy of Solar Coronal Mass Ejections with Far-Ultraviolet Flares
by: Park, Nuri, et al.
Published: (2025)

Solar Sources of Flares and CMEs
by: Toriumi, Shin
Published: (2024)

JW-Flare: Accurate Solar Flare Forecasting Method Based on Multimodal Large Language Models
by: Shao, Mingfu, et al.
Published: (2025)

Prediction of Large Solar Flares Based on SHARP and HED Magnetic Field Parameters
by: Li, Xuebao, et al.
Published: (2024)

The Deep Learning-Based Dual-Branch Multimodal Fusion Model for Solar Flare Prediction
by: Zhao, Limin, et al.
Published: (2026)

Time-dependent Turbulent Electron Acceleration and Transport in Solar Flares
by: Schiavo, Luiz A. C. A., et al.
Published: (2025)

Solar Orbiter's 2024 Major Flare Campaigns: An Overview
by: Ryan, Daniel F., et al.
Published: (2025)

Investigation on the Predictive Potentiality of Photospheric Magnetic Parameters for Distinguishing Confined from Eruptive Solar Flares
by: Pan, Jinhui, et al.
Published: (2025)

Investigating Performance Trends of Simulated Real-time Solar Flare Predictions: The Impacts of Training Windows, Data Volumes, and the Solar Cycle
by: Goodwin, Griffin T., et al.
Published: (2024)

Dynamics of Reconnection Nanojets in Eruptive and Confined Solar Flares
by: Bura, Annu, et al.
Published: (2025)

Energy Definition and Minimization in Avalanche Models for Solar Flares
by: Lamarre, Henri, et al.
Published: (2024)

Thermal Properties of Current Sheet Plasmas in Solar Flares
by: Gou, Tingyu, et al.
Published: (2024)

Statistical Study of Balmer Continuum Enhancement in Solar Flares
by: Sharma, Pranjali, et al.
Published: (2026)

Deconstructing Photospheric Spectral Lines in Solar and Stellar Flares
by: Monson, Aaron J., et al.
Published: (2024)

The Impacts of Magnetogram Projection Effects on Solar Flare Forecasting
by: Goodwin, Griffin T., et al.
Published: (2025)

On the Instrumental Discrepancies in Lyman-alpha Observations of Solar Flares
by: Greatorex, Harry J., et al.
Published: (2024)

Flat U-Net: An Efficient Ultralightweight Model for Solar Filament Segmentation in Full-disk H$α$ Images
by: Zhu, GaoFei, et al.
Published: (2025)

Operational Solar Flare Forecasting System Using an Explainable Large Language Model
by: Li, Xuebao, et al.
Published: (2026)