Unified Earth Dynamics

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  Using LLMs as appropriate to generate visualizations, tests, simulations, and cross-validation

Inspiration

You know what? Scientists have ZERO clue about what causes certain large scale phenomenon that occur on the Earth. This includes the El Nino of the ocean, the QBO of the atmosphere, and the Chandler wobble in the Earth's axis.

What it does

The suite of models does the math in describing how these behaviors play out, with the ultimate intent of being able to predict future trajectories.

How we built it

Built with standard software, using numerical libraries as needed.

Challenges we ran into

These are some of the most challenging scientific modeling problems to be found. They feature nonlinear math that is difficult to invert and apply knowledge of advanced signal processing techniques.

Accomplishments that we're proud of

Actually explaining El Nino, QBO. Chandler wobble.

What we learned

That citizen scientists can unlock mysteries of the Eartn

What's next for Unified Earth Dynamics

Wider dissemination of the results using LLMs to generate useful vizualizations.

Built With

• github