jsk389 / starwars

Seismology with Adversarial Recurrent Stars

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License: GPL v3

starwars

Seismology with Adversarial Recurrent Stars

Contributors

Benjamin Pope, Guy Davies

The Idea

Can we use Generative Adversarial Networks to model red giant light curves, and then use the GANs to model their noise and look for planets?

The Data

We've got a thousand of the best and brightest red giants, and we're going to train our GAN on one-day segments of long-cadence data.

The Context

This is a project developed for TESS Ninja 2 held at the University of Chicago, March 25-29 2019.

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Seismology with Adversarial Recurrent Stars

License:GNU General Public License v3.0


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Language:Jupyter Notebook 99.3%Language:Python 0.7%