Fast and Flexible Analysis of Direct Dark Matter Search Data with Machine Learning

Kavli Affiliate: T. A. Shutt | First 5 Authors: LUX Collaboration, D. S. Akerib, S. Alsum, H. M. Araújo, X. Bai | Summary: We present the results from combining machine learning with the profile likelihood fit procedure, using data from the Large Underground Xenon (LUX) dark matter experiment. This approach demonstrates reduction in computation time […]


Continue.. Fast and Flexible Analysis of Direct Dark Matter Search Data with Machine Learning

Fast and Flexible Analysis of Direct Dark Matter Search Data with Machine Learning

Kavli Affiliate: T. A. Shutt, C. M. Ignarra, Daniel S. Akerib | First 5 Authors: LUX Collaboration, D. S. Akerib, S. Alsum, H. M. Araújo, X. Bai | Summary: We present the results from combining machine learning with the profile likelihood fit procedure, using data from the Large Underground Xenon (LUX) dark matter experiment. This […]


Continue.. Fast and Flexible Analysis of Direct Dark Matter Search Data with Machine Learning