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Published in 2018 at "Journal of environmental radioactivity"
DOI: 10.1016/j.jenvrad.2017.11.027
Abstract: The capability of the noble gas component of the International Monitoring System as a verification tool for the Comprehensive Nuclear-Test-Ban Treaty is deteriorated by a background of radioxenon emitted by civilian sources. One of the…
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Keywords:
resolution;
noble gas;
emission data;
radioxenon ... See more keywords
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Published in 2021 at "Journal of environmental radioactivity"
DOI: 10.1016/j.jenvrad.2021.106542
Abstract: We present a novel application of machine learning techniques to optimize the design of a radiation detection system. A decision tree-based algorithm is described which greedily optimizes partitioning of energy depositions based on a minimum…
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Keywords:
decision trees;
radioxenon;
minimum detectable;
detectable concentration ... See more keywords