Chetraj Pandey

33 papers B 6C 2Journal 16Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Uncertainty-Aware Solar Flare Regression.
CoRR
Jinsu Hong, Chetraj Pandey, Berkay Aydin
2025 — conf
Enhancing Explainability in Solar Energetic Particle Event Prediction: A Global Feature Mapping Approach.
ICDM (Workshops)
Anli Ji, Pranjal Patil, Chetraj Pandey, Manolis K. Georgoulis, Berkay Aydin
2025 J jnl
Enhancing Explainability in Solar Energetic Particle Event Prediction: A Global Feature Mapping Approach.
CoRR
Anli Ji, Pranjal Patil, Chetraj Pandey, Manolis K. Georgoulis, Berkay Aydin
2025 — conf
Ordinal Encoding as a Regularizer in Binary Loss for Solar Flare Prediction.
ICDM (Workshops)
Chetraj Pandey, Jinsu Hong, Anli Ji, Rafal A. Angryk, Berkay Aydin
2025 J jnl
Ordinal Encoding as a Regularizer in Binary Loss for Solar Flare Prediction.
CoRR
Chetraj Pandey, Jinsu Hong, Anli Ji, Rafal A. Angryk, Berkay Aydin
2025 J jnl
Surya: Foundation Model for Heliophysics.
CoRR
Sujit Roy, Johannes Schmude, Rohit Lal, Vishal Gaur, Marcus Freitag, Julian Kuehnert, Theodore van Kessel, Dinesha Hegde, Andrés Muñoz-Jaramillo, Johannes Jakubik, Etienne Eben Vos, Kshitiz Mandal, Ata Akbari Asanjan, João Lucas de Sousa Almeida, Amy Lin, Talwinder Singh, Yanghui Kang, Chetraj Pandey, Jinsu Hong, Berkay Aydin, Thorsten Kurth, Ryan M. McGranaghan, Spiridon Kasapis, Vishal Upendran, Shah Bahauddin, Daniel da Silva, Nikolai V. Pogorelov, Anne Spalding, Campbell D. Watson, Manil Maskey, Madhulika Guhathakurta, Juan Bernabé-Moreno, Rahul Ramachandran
2025 J jnl
SuryaBench: Benchmark Dataset for Advancing Machine Learning in Heliophysics and Space Weather Prediction.
CoRR
Sujit Roy, Dinesha Hegde, Johannes Schmude, Amy Lin, Vishal Gaur, Rohit Lal, Kshitiz Mandal, Talwinder Singh, Andrés Muñoz-Jaramillo, Yanghui Kang, Chetraj Pandey, Jinsu Hong, Berkay Aydin, Ryan McGranaghan, Spiridon Kasapis, Vishal Upendran, Shah Bahauddin, Daniel da Silva, Marcus Freitag, Iksha Gurung, Nikolai V. Pogorelov, Campbell D. Watson, Manil Maskey, Juan Bernabé-Moreno, Rahul Ramachandran
2025 J jnl
TAMAG: A python library for Transformation and Augmentation of solar Magnetograms.
SoftwareX
Temitope Adeyeha, Chetraj Pandey, Berkay Aydin
2025 — conf
Uncertainty-Aware Solar Flare Regression.
ICDM (Workshops)
Jinsu Hong, Chetraj Pandey, Berkay Aydin
2024 — conf
Advancing Solar Flare Prediction Using Deep Learning with Active Region Patches.
ECML/PKDD (10)
Chetraj Pandey, Temitope Adeyeha, Jinsu Hong, Rafal A. Angryk, Berkay Aydin
2024 J jnl
Advancing Solar Flare Prediction using Deep Learning with Active Region Patches.
CoRR
Chetraj Pandey, Temitope Adeyeha, Jinsu Hong, Rafal A. Angryk, Berkay Aydin
2024 B conf
Embedding Ordinality to Binary Loss Function for Improving Solar Flare Forecasting.
DSAA
Chetraj Pandey, Anli Ji, Jinsu Hong, Rafal A. Angryk, Berkay Aydin
2024 J jnl
Embedding Ordinality to Binary Loss Function for Improving Solar Flare Forecasting.
CoRR
Chetraj Pandey, Anli Ji, Jinsu Hong, Rafal A. Angryk, Berkay Aydin
2024 B conf
Large Scale Evaluation of Deep Learning-based Explainable Solar Flare Forecasting Models with Attribution-based Proximity Analysis.
IEEE Big Data
Temitope Adeyeha, Chetraj Pandey, Berkay Aydin
2024 J jnl
Large Scale Evaluation of Deep Learning-based Explainable Solar Flare Forecasting Models with Attribution-based Proximity Analysis.
CoRR
Temitope Adeyeha, Chetraj Pandey, Berkay Aydin
2024 B conf
Towards Hybrid Embedded Feature Selection and Classification Approach with Slim-TSF.
DaWaK
Anli Ji, Chetraj Pandey, Berkay Aydin
2024 J jnl
Towards Hybrid Embedded Feature Selection and Classification Approach with Slim-TSF.
CoRR
Anli Ji, Chetraj Pandey, Berkay Aydin
2023 C conf
An Innovative Solar Flare Metadata Collection for Space Weather Analytics.
ICMLA
Jinsu Hong, Chetraj Pandey, Anli Ji, Berkay Aydin
2023 B conf
Beyond Traditional Flare Forecasting: A Data-driven Labeling Approach for High-fidelity Predictions.
DaWaK
Jinsu Hong, Anli Ji, Chetraj Pandey, Berkay Aydin
2023 — conf
Enhancing Solar Flare Prediction with Innovative Data-Driven Labels.
CogMI
Jinsu Hong, Anli Ji, Chetraj Pandey, Berkay Aydin
2023 B conf
Explainable Deep Learning-Based Solar Flare Prediction with Post Hoc Attention for Operational Forecasting.
DS
Chetraj Pandey, Rafal A. Angryk, Manolis K. Georgoulis, Berkay Aydin
2023 J jnl
Explainable Deep Learning-based Solar Flare Prediction with post hoc Attention for Operational Forecasting.
CoRR
Chetraj Pandey, Rafal A. Angryk, Manolis K. Georgoulis, Berkay Aydin
2023 — conf
Explaining Full-Disk Deep Learning Model for Solar Flare Prediction Using Attribution Methods.
ECML/PKDD (7)
Chetraj Pandey, Rafal A. Angryk, Berkay Aydin
2023 J jnl
Explaining Full-disk Deep Learning Model for Solar Flare Prediction using Attribution Methods.
CoRR
Chetraj Pandey, Rafal A. Angryk, Berkay Aydin
2023 B conf
Exploring Deep Learning for Full-disk Solar Flare Prediction with Empirical Insights from Guided Grad-CAM Explanations.
DSAA
Chetraj Pandey, Anli Ji, Trisha Nandakumar, Rafal A. Angryk, Berkay Aydin
2023 J jnl
Exploring Deep Learning for Full-disk Solar Flare Prediction with Empirical Insights from Guided Grad-CAM Explanations.
CoRR
Chetraj Pandey, Anli Ji, Trisha Nandakumar, Rafal A. Angryk, Berkay Aydin
2023 — conf
Towards Interpretable Solar Flare Prediction with Attention-based Deep Neural Networks.
AIKE
Chetraj Pandey, Anli Ji, Rafal A. Angryk, Berkay Aydin
2023 J jnl
Towards Interpretable Solar Flare Prediction with Attention-based Deep Neural Networks.
CoRR
Chetraj Pandey, Anli Ji, Rafal A. Angryk, Berkay Aydin
2023 C conf
Unveiling the Potential of Deep Learning Models for Solar Flare Prediction in Near-Limb Regions.
ICMLA
Chetraj Pandey, Rafal A. Angryk, Berkay Aydin
2023 J jnl
Unveiling the Potential of Deep Learning Models for Solar Flare Prediction in Near-Limb Regions.
CoRR
Chetraj Pandey, Rafal A. Angryk, Berkay Aydin
2022 J jnl
Towards Coupling Full-disk and Active Region-based Flare Prediction for Operational Space Weather Forecasting.
CoRR
Chetraj Pandey, Anli Ji, Rafal A. Angryk, Manolis K. Georgoulis, Berkay Aydin
2021 — conf
Deep Neural Networks Based Solar Flare Prediction Using Compressed Full-disk Line-of-sight Magnetograms.
SIMBig
Chetraj Pandey, Rafal A. Angryk, Berkay Aydin
2021 — conf
Solar Flare Forecasting with Deep Neural Networks using Compressed Full-disk HMI Magnetograms.
IEEE BigData
Chetraj Pandey, Rafal A. Angryk, Berkay Aydin