The goal of this Kaggle competition was to find continous gravitational wave signals. We developed a model sensitive enough to detect weak yet long-lasting signals emitted by rapidly-spinning neutron stars within noisy data.
Our work will help scientists detect something new: a second class of gravitational waves! The first gravitational wave discoveries earned a Nobel Prize. Further study of these waves may enable scientists to learn about the structure of the most extreme stars in our universe.