SuryaBench: Benchmark Dataset for Advancing Machine Learning in Heliophysics and Space Weather Prediction
Fuente:
arXiv
Saved in:
| Main Authors: | Roy, Sujit, Hegde, Dinesha V., Schmude, Johannes, Lin, Amy, Gaur, Vishal, Lal, Rohit, Mandal, Kshitiz, Singh, Talwinder, Muñoz-Jaramillo, Andrés, Yang, Kang, Pandey, Chetraj, Hong, Jinsu, Aydin, Berkay, McGranaghan, Ryan, Kasapis, Spiridon, Upendran, Vishal, Bahauddin, Shah, da Silva, Daniel, Freitag, Marcus, Gurung, Iksha, Pogorelov, Nikolai, Watson, Campbell, Maskey, Manil, Bernabe-Moreno, Juan, Ramachandran, Rahul |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Surya: Foundation Model for Heliophysics
by: Roy, Sujit, et al.
Published: (2025)
by: Roy, Sujit, et al.
Published: (2025)
AI Foundation Model for Heliophysics: Applications, Design, and Implementation
by: Roy, Sujit, et al.
Published: (2024)
by: Roy, Sujit, et al.
Published: (2024)
Complexity Heliophysics: A lived and living history of systems and complexity science in Heliophysics
by: McGranaghan, Ryan M.
Published: (2023)
by: McGranaghan, Ryan M.
Published: (2023)
Magnetohydrodynamic Simulation of a Coronal Mass Ejection Observed During the Near-radial Alignment of Solar Orbiter and Earth
by: Singh, Talwinder, et al.
Published: (2025)
by: Singh, Talwinder, et al.
Published: (2025)
Uncertainty-Aware Solar Flare Regression
by: Hong, Jinsu, et al.
Published: (2026)
by: Hong, Jinsu, et al.
Published: (2026)
Thermodynamic Evolution of Plumes
by: Malaker, Biswanath, et al.
Published: (2024)
by: Malaker, Biswanath, et al.
Published: (2024)
Advancing Solar Flare Prediction using Deep Learning with Active Region Patches
by: Pandey, Chetraj, et al.
Published: (2024)
by: Pandey, Chetraj, et al.
Published: (2024)
Embedding Ordinality to Binary Loss Function for Improving Solar Flare Forecasting
by: Pandey, Chetraj, et al.
Published: (2024)
by: Pandey, Chetraj, et al.
Published: (2024)
Towards Hybrid Embedded Feature Selection and Classification Approach with Slim-TSF
by: Ji, Anli, et al.
Published: (2024)
by: Ji, Anli, et al.
Published: (2024)
Ordinal Encoding as a Regularizer in Binary Loss for Solar Flare Prediction
by: Pandey, Chetraj, et al.
Published: (2025)
by: Pandey, Chetraj, et al.
Published: (2025)
Unveiling the Potential of Deep Learning Models for Solar Flare Prediction in Near-Limb Regions
by: Pandey, Chetraj, et al.
Published: (2023)
by: Pandey, Chetraj, et al.
Published: (2023)
Large Scale Evaluation of Deep Learning-based Explainable Solar Flare Forecasting Models with Attribution-based Proximity Analysis
by: Adeyeha, Temitope, et al.
Published: (2024)
by: Adeyeha, Temitope, et al.
Published: (2024)
Solar Active Regions Emergence Prediction Using Long Short-Term Memory Networks
by: Kasapis, Spiridon, et al.
Published: (2024)
by: Kasapis, Spiridon, et al.
Published: (2024)
Comparison of plasma dynamics in Coronal Holes and Quiet Sun using flux emergence simulations
by: Upendran, Vishal, et al.
Published: (2025)
by: Upendran, Vishal, et al.
Published: (2025)
Predicting the Emergence of Solar Active Regions Using Machine Learning
by: Kasapis, Spiridon, et al.
Published: (2024)
by: Kasapis, Spiridon, et al.
Published: (2024)
Prediction of Magnetic Flux Evolution During Solar Active Region Emergence using Long Short-Term Memory Networks
by: Dogan, Eren, et al.
Published: (2026)
by: Dogan, Eren, et al.
Published: (2026)
Challenges in Guardrailing Large Language Models for Science
by: Pantha, Nishan, et al.
Published: (2024)
by: Pantha, Nishan, et al.
Published: (2024)
Surface Flux Transport Modeling using Physics Informed Neural Networks
by: Athalathil, Jithu J, et al.
Published: (2024)
by: Athalathil, Jithu J, et al.
Published: (2024)
The stellar velocity anisotropy of strong lensing massive elliptical galaxies and its role in the inference of the Hubble parameter $H_0$ using spatially resolved kinematics
by: Verma, Vishal, et al.
Published: (2026)
by: Verma, Vishal, et al.
Published: (2026)
Towards a Foundation Model for the Martian Atmosphere
by: Roy, Sujit, et al.
Published: (2026)
by: Roy, Sujit, et al.
Published: (2026)
Predicting the thermodynamics in the chromosphere from the translation of SDO data into the IRIS$^{2}$ inversion results using a visual transformer model
by: Dalda, Alberto Sainz, et al.
Published: (2026)
by: Dalda, Alberto Sainz, et al.
Published: (2026)
Principles Of Heliophysics: a textbook on the universal processes behind planetary habitability
by: Schrijver, Karel, et al.
Published: (2019)
by: Schrijver, Karel, et al.
Published: (2019)
SPACE-SUIT: An Artificial Intelligence Based Chromospheric Feature Extractor and Classifier for SUIT
by: Seth, Pranava, et al.
Published: (2024)
by: Seth, Pranava, et al.
Published: (2024)
Advancing Heliophysics and Space Weather Modeling through Open Science
by: Corti, C., et al.
Published: (2026)
by: Corti, C., et al.
Published: (2026)
Nuclear Pasta and Crustal Quasi-Periodic Oscillations in Neutron Star
by: Parmar, Vishal, et al.
Published: (2026)
by: Parmar, Vishal, et al.
Published: (2026)
Ensemble Modeling of the Solar Wind Flow with Boundary Conditions Governed by Synchronic Photospheric Magnetograms. I. Multi-point Validation in the Inner Heliosphere
by: Hegde, Dinesha V., et al.
Published: (2025)
by: Hegde, Dinesha V., et al.
Published: (2025)
Forecasting Continuum Intensity for Solar Active Region Emergence Prediction using Transformers
by: Tirona, Jonas, et al.
Published: (2026)
by: Tirona, Jonas, et al.
Published: (2026)
Finetuning AI Foundation Models to Develop Subgrid-Scale Parameterizations: A Case Study on Atmospheric Gravity Waves
by: Gupta, Aman, et al.
Published: (2025)
by: Gupta, Aman, et al.
Published: (2025)
Inferring Eccentricity of Binary Black Holes from Spin-Orbit Misalignment
by: Baibhav, Vishal
Published: (2025)
by: Baibhav, Vishal
Published: (2025)
Forecasting SEP Events During Solar Cycles 23 and 24 Using Interpretable Machine Learning
by: Kasapis, Spiridon, et al.
Published: (2024)
by: Kasapis, Spiridon, et al.
Published: (2024)
Dynamical formation of black hole binaries in dense star clusters: Rapid cluster evolution code
by: Kritos, Konstantinos, et al.
Published: (2022)
by: Kritos, Konstantinos, et al.
Published: (2022)
Multi-Physics Bayesian Analysis of Neutron Star Crust Using Relativistic Mean-Field Model
by: Parmar, Vishal, et al.
Published: (2026)
by: Parmar, Vishal, et al.
Published: (2026)
SolARED: Solar Active Region Emergence Dataset for Machine Learning Aided Predictions
by: Kasapis, Spiridon, et al.
Published: (2026)
by: Kasapis, Spiridon, et al.
Published: (2026)
The Solar Dynamics Observatory in the Living With a Star Era: From Solar Observations to Predictive Heliophysics
by: Guhathakurta, Madhulika
Published: (2026)
by: Guhathakurta, Madhulika
Published: (2026)
The FAST-SETI Milky Way Globular Cluster Survey I: A Pilot Multibeam On-the-Fly Search of Five Globular Clusters at L-Band
by: Huang, Bo-Lun, et al.
Published: (2025)
by: Huang, Bo-Lun, et al.
Published: (2025)
Refinement of Stellar Parameters for the Eclipsing Binary System KIC 8569819 using Stellar Modeling Approach
by: Dharmathilaka, Dinesha, et al.
Published: (2026)
by: Dharmathilaka, Dinesha, et al.
Published: (2026)
Hydrodynamical simulations of helium-ignited binary white dwarf mergers
by: Mehta, Vrutant, et al.
Published: (2026)
by: Mehta, Vrutant, et al.
Published: (2026)
$\texttt{21cmLSTM}$: A Fast Memory-based Emulator of the Global 21 cm Signal with Unprecedented Accuracy
by: Jones, J. Dorigo, et al.
Published: (2024)
by: Jones, J. Dorigo, et al.
Published: (2024)
Machine Learning Global Simulation of Nonlocal Gravity Wave Propagation
by: Gupta, Aman, et al.
Published: (2024)
by: Gupta, Aman, et al.
Published: (2024)
Dance to Demise -- How Massive Stars May Form Dense Circumstellar Shells Before Explosion
by: Sengupta, Sutirtha, et al.
Published: (2025)
by: Sengupta, Sutirtha, et al.
Published: (2025)
Similar Items
-
Surya: Foundation Model for Heliophysics
by: Roy, Sujit, et al.
Published: (2025) -
AI Foundation Model for Heliophysics: Applications, Design, and Implementation
by: Roy, Sujit, et al.
Published: (2024) -
Complexity Heliophysics: A lived and living history of systems and complexity science in Heliophysics
by: McGranaghan, Ryan M.
Published: (2023) -
Magnetohydrodynamic Simulation of a Coronal Mass Ejection Observed During the Near-radial Alignment of Solar Orbiter and Earth
by: Singh, Talwinder, et al.
Published: (2025) -
Uncertainty-Aware Solar Flare Regression
by: Hong, Jinsu, et al.
Published: (2026)