Multi-Modal Foundation · nasa-ibm-ai4science
Surya Solar Wind
Forecasts solar wind plasma and interplanetary magnetic fields at the L1 point for solar physicists.
What Surya Solar Wind is
Surya Solar Wind is an artificial intelligence model developed by nasa-ibm-ai4science for solar physics and astronomy research.
Built as a fine-tuned version of Surya-1.0, the model addresses the challenge of forecasting solar wind plasma and interplanetary magnetic field dynamics directly at the Sun-Earth L1 Lagrange point.
How it works
The model adapts the Surya-1.0 base architecture through fine-tuning focused on solar wind plasma and interplanetary magnetic field forecasting at the L1 Lagrange point.
Key facts
- Base model
- Surya-1.0
- Domain
- Solar physics, astronomy
- Target location
- L1 Lagrange point
What you can use it for
- Solar wind plasma forecasting
- Predicts solar wind plasma behavior upstream of Earth at the L1 Lagrange point.
- Interplanetary magnetic field forecasting
- Models fluctuations and configurations of the interplanetary magnetic field.
- L1 space weather monitoring
- Supports observational solar physics by projecting heliospheric conditions from the L1 vantage point.
Run it here
We list this model but cannot run it yet: no pipeline_tag — needs a human.
Everything on this page still applies. Running it needs a loader for this repository, not a bigger machine.
Strengths and limits
Good at
- Specialised through fine-tuning specifically for L1 Lagrange point forecasting tasks.
- Jointly targets both solar wind plasma and interplanetary magnetic field variables.
Watch out for
- Forecasting scope is restricted to conditions at the L1 Lagrange point rather than other heliospheric locations.
- Predictions are limited to solar wind plasma and interplanetary magnetic field parameters.
Inputs and outputs
You provide
Sequence or text
A protein or nucleotide sequence, or free text — whichever this model was trained on.
You get back
Mean-pooled representation, one vector per input.
Licence
Check the licence before commercial use · apache-2.0
The apache-2.0 licence carries terms worth reading before you depend on it.
Questions
Can I use Surya Solar Wind commercially?
Check the licence before commercial use. The apache-2.0 licence carries terms worth reading before you depend on it.
What does Surya Solar Wind forecast?
The model forecasts solar wind plasma conditions and the interplanetary magnetic field.
Where are the model's predictions focused?
Predictions are focused at the Sun-Earth L1 Lagrange point.
What is the underlying base model?
The model is based on Surya-1.0, fine-tuned for L1 heliospheric forecasting.
Written from Surya Solar Wind's own documentation (model card). Statements citing a figure that does not appear there are removed before publication. Licence and running details come from our registry.