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Embedding Ordinality to Binary Loss Function for Improving Solar Flare Forecasting

Embedding Ordinality to Binary Loss Function for Improving Solar Flare Forecasting

Chetraj Pandey
Anli Ji
Jinsu Hong
R. Angryk
Berkay Aydin
ArXiv (abs)PDFHTML

Papers citing "Embedding Ordinality to Binary Loss Function for Improving Solar Flare Forecasting"

5 / 5 papers shown
Title
Advancing Solar Flare Prediction using Deep Learning with Active Region Patches
Advancing Solar Flare Prediction using Deep Learning with Active Region Patches
Chetraj Pandey
Temitope Adeyeha
Jinsu Hong
R. Angryk
Berkay Aydin
57
3
0
16 Jun 2024
Unveiling the Potential of Deep Learning Models for Solar Flare Prediction in Near-Limb Regions
Unveiling the Potential of Deep Learning Models for Solar Flare Prediction in Near-Limb Regions
Chetraj Pandey
R. Angryk
Berkay Aydin
50
3
0
25 Sep 2023
Towards Coupling Full-disk and Active Region-based Flare Prediction for Operational Space Weather Forecasting
Towards Coupling Full-disk and Active Region-based Flare Prediction for Operational Space Weather Forecasting
Chetraj Pandey
Anli Ji
R. Angryk
M. Georgoulis
Berkay Aydin
56
20
0
11 Aug 2022
How to Train Your Flare Prediction Model: Revisiting Robust Sampling of Rare Events
How to Train Your Flare Prediction Model: Revisiting Robust Sampling of Rare Events
Azim Ahmadzadeh
Berkay Aydin
M. Georgoulis
Dustin J. Kempton
Sushant S. Mahajan
R. Angryk
45
54
0
12 Mar 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Alexey Dosovitskiy
Lucas Beyer
Alexander Kolesnikov
Dirk Weissenborn
Xiaohua Zhai
...
Matthias Minderer
G. Heigold
Sylvain Gelly
Jakob Uszkoreit
N. Houlsby
ViT
670
41,369
0
22 Oct 2020

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