surya

We have hosted the application surya in order to run this application in our online workstations with Wine or directly.

Quick description about surya:

Surya is an open?source, AI?based foundation model for heliophysics developed collaboratively by NASA (via the IMPACT AI team) and IBM. Named after the Sanskrit word for �sun,� Surya is trained on nine years of high?resolution solar imagery from NASA�s Solar Dynamics Observatory (SDO). It is designed to forecast solar phenomena�such as flares, solar wind, irradiance, and active region behavior�by predicting future solar images with a sophisticated long�short vision transformer architecture, thereby enabling improved space weather forecasting.

Features:

• 366-million?parameter foundation model capturing general-purpose solar representations
• Employs long�short range transformer with spectral gating for spatiotemporal modeling
• Foresees solar flares, wind, EUV spectra, and active region formation in advance
• Achieves approximately 16% improvement in forecasting accuracy over traditional methods
• Offers up to two hours of lead time for solar flare predictions
• Released as open-source (code on GitHub, model on Hugging Face) with accompanying dataset benchmarks (SuryaBench)

Programming Language: Python.
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