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Allison Shaver
Physics and Astronomy

Mentor: Dr. Diana Dragmoir

Project: Improving the detection of exoplanet transits using machine learning


About Allison Shaver

Exoplanet discoveries via the transit method rely on searching vast amounts of data for tiny dips in a star's brightness. Machine learning models are most efficient but require training, as in this work, to improve detection of potential transits. This project’s significance stems from the fact that it works with long period exoplanets and improving their detection, saving time and resources while allowing for a higher accuracy when discovering possible planet candidates.”