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Majorana Demonstrator Data Release for AI/ML Applications
The enclosed data release consists of a subset of the calibration data from
the Majorana Demonstrator experiment. Each Majorana event is accompanied by raw
Germanium detector waveforms, pulse shape discrimination cuts, and calibrated
final energies, all shared in an HDF5 file format along with relevant metadata.
This release is specifically designed to support the training and testing of
Artificial Intelligence (AI) and Machine Learning (ML) algorithms upon our
data. This document is structured as follows. Section I provides an overview of
the dataset's content and format; Section II outlines the location of this
dataset and the method for accessing it; Section III presents the NPML Machine
Learning Challenge associated with this dataset; Section IV contains a
disclaimer from the Majorana collaboration regarding the use of this dataset;
Appendix A contains technical details of this data release. Please direct
questions about the material provided within this release to [email protected]
(A. Li).Comment: Zenodo DOI: https://doi.org/10.5281/zenodo.825702