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Chetraj Pandey
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 13
Top Topics
Weather Forecasting
Neural Network
Post Hoc
Deep Learning
Top Venues
CoRR
SIMBig
IEEE BigData
DaWaK
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Publications
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Chetraj Pandey
,
Rafal A. Angryk
,
Berkay Aydin
Explaining Full-disk Deep Learning Model for Solar Flare Prediction using Attribution Methods.
CoRR
(2023)
Chetraj Pandey
,
Anli Ji
,
Rafal A. Angryk
,
Berkay Aydin
Towards Interpretable Solar Flare Prediction with Attention-based Deep Neural Networks.
AIKE
(2023)
Jinsu Hong
,
Anli Ji
,
Chetraj Pandey
,
Berkay Aydin
Beyond Traditional Flare Forecasting: A Data-driven Labeling Approach for High-fidelity Predictions.
DaWaK
(2023)
Chetraj Pandey
,
Rafal A. Angryk
,
Berkay Aydin
Explaining Full-Disk Deep Learning Model for Solar Flare Prediction Using Attribution Methods.
ECML/PKDD (7)
(2023)
Chetraj Pandey
,
Anli Ji
,
Trisha Nandakumar
,
Rafal A. Angryk
,
Berkay Aydin
Exploring Deep Learning for Full-disk Solar Flare Prediction with Empirical Insights from Guided Grad-CAM Explanations.
DSAA
(2023)
Chetraj Pandey
,
Rafal A. Angryk
,
Manolis K. Georgoulis
,
Berkay Aydin
Explainable Deep Learning-Based Solar Flare Prediction with Post Hoc Attention for Operational Forecasting.
DS
(2023)
Chetraj Pandey
,
Rafal A. Angryk
,
Manolis K. Georgoulis
,
Berkay Aydin
Explainable Deep Learning-based Solar Flare Prediction with post hoc Attention for Operational Forecasting.
CoRR
(2023)
Chetraj Pandey
,
Anli Ji
,
Rafal A. Angryk
,
Berkay Aydin
Towards Interpretable Solar Flare Prediction with Attention-based Deep Neural Networks.
CoRR
(2023)
Chetraj Pandey
,
Rafal A. Angryk
,
Berkay Aydin
Unveiling the Potential of Deep Learning Models for Solar Flare Prediction in Near-Limb Regions.
CoRR
(2023)
Chetraj Pandey
,
Anli Ji
,
Trisha Nandakumar
,
Rafal A. Angryk
,
Berkay Aydin
Exploring Deep Learning for Full-disk Solar Flare Prediction with Empirical Insights from Guided Grad-CAM Explanations.
CoRR
(2023)
Chetraj Pandey
,
Anli Ji
,
Rafal A. Angryk
,
Manolis K. Georgoulis
,
Berkay Aydin
Towards Coupling Full-disk and Active Region-based Flare Prediction for Operational Space Weather Forecasting.
CoRR
(2022)
Chetraj Pandey
,
Rafal A. Angryk
,
Berkay Aydin
Deep Neural Networks Based Solar Flare Prediction Using Compressed Full-disk Line-of-sight Magnetograms.
SIMBig
(2021)
Chetraj Pandey
,
Rafal A. Angryk
,
Berkay Aydin
Solar Flare Forecasting with Deep Neural Networks using Compressed Full-disk HMI Magnetograms.
IEEE BigData
(2021)