An aerial view of a building with a large array of solar panels on its roof. The structure is surrounded by greenery, pathways, and some smaller structures or landscaped areas. The environment appears to be a mix of natural and man-made elements, suggesting a focus on sustainability.
An aerial view of a building with a large array of solar panels on its roof. The structure is surrounded by greenery, pathways, and some smaller structures or landscaped areas. The environment appears to be a mix of natural and man-made elements, suggesting a focus on sustainability.

Innovation

Harnessing solar data for enhanced geophysical applications and modeling.

A large, circular solar power plant is situated in a desert landscape. The plant consists of numerous neatly arranged solar panels radiating from a central tower, which reflects sunlight brightly. In the foreground, several buildings and water pools are visible, likely part of the facility's infrastructure. The sky above is clear and blue, with the sun shining intensely.
A large, circular solar power plant is situated in a desert landscape. The plant consists of numerous neatly arranged solar panels radiating from a central tower, which reflects sunlight brightly. In the foreground, several buildings and water pools are visible, likely part of the facility's infrastructure. The sky above is clear and blue, with the sun shining intensely.
A clear blue sky above a row of solar panels installed at an angle. The panels are composed of a grid of cells, suggesting they are used for capturing solar energy.
A clear blue sky above a row of solar panels installed at an angle. The panels are composed of a grid of cells, suggesting they are used for capturing solar energy.
A rooftop with solar panels is visible beneath a cloudy sky. A weather vane sits atop a small cupola, adding a rustic element to the modern solar panels on the roof. The contrast between the dark solar panels and the white structure of the cupola is prominent.
A rooftop with solar panels is visible beneath a cloudy sky. A weather vane sits atop a small cupola, adding a rustic element to the modern solar panels on the roof. The contrast between the dark solar panels and the white structure of the cupola is prominent.
A person is holding a solar panel and an electrical connector. The panel features a grid of parallel lines, and the individual appears to be examining or assembling the components. The scene is indoors with the solar panel resting on a cardboard surface.
A person is holding a solar panel and an electrical connector. The panel features a grid of parallel lines, and the individual appears to be examining or assembling the components. The scene is indoors with the solar panel resting on a cardboard surface.
A large solar power installation is situated in a rolling landscape with a tall tower at the center, surrounded by numerous solar panels arranged in a circular pattern. The surrounding rural terrain features grassy hills and sparsely distributed trees, with distant mountains visible under a clear blue sky.
A large solar power installation is situated in a rolling landscape with a tall tower at the center, surrounded by numerous solar panels arranged in a circular pattern. The surrounding rural terrain features grassy hills and sparsely distributed trees, with distant mountains visible under a clear blue sky.

Solar Data

Integrating solar data for advanced modeling and applications.

A barren landscape with a large solar panel structure in the foreground, casting a long shadow on the ground. The sun shines brightly behind it, creating a starburst effect in a clear blue sky. Sparse clouds dot the horizon, and there is a vehicle parked in the distance.
A barren landscape with a large solar panel structure in the foreground, casting a long shadow on the ground. The sun shines brightly behind it, creating a starburst effect in a clear blue sky. Sparse clouds dot the horizon, and there is a vehicle parked in the distance.
Model Architecture

Developing innovative physics-constrained transformer for solar data.

A large solar panel array stands in an open field, tilted towards the sun which is shining brightly in the background. The sky shows scattered clouds, and the sunlight creates a warm, golden glow over the landscape.
A large solar panel array stands in an open field, tilted towards the sun which is shining brightly in the background. The sky shows scattered clouds, and the sunlight creates a warm, golden glow over the landscape.
Application Validation

Testing scenarios for satellite radiation alerts and lunar base.

The image captures a bright sun in a clear blue sky above an urban landscape. In the foreground, there is a rooftop area with a dish antenna. Shadows are cast on the wall and floor of the rooftop from the sun's position.
The image captures a bright sun in a clear blue sky above an urban landscape. In the foreground, there is a rooftop area with a dish antenna. Shadows are cast on the wall and floor of the rooftop from the sun's position.
A solar panel is mounted on a pole with additional equipment, set against a backdrop of towering, snow-capped mountains. The sky is clear and blue, with a few scattered clouds. In the foreground, a bright red object, possibly a tent, adds contrast to the lush green landscape.
A solar panel is mounted on a pole with additional equipment, set against a backdrop of towering, snow-capped mountains. The sky is clear and blue, with a few scattered clouds. In the foreground, a bright red object, possibly a tent, adds contrast to the lush green landscape.
Geo Satellite

Implementing radiation hardening strategies for geo satellites.

Lunar Base

Preparing alerts for proton events at lunar bases.

Innovation

Harnessing solar data for advanced modeling solutions.

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