Validation of simulated training sets using a convolutional neural network for isotope identification in urban environments

Open Access

Peer-reviewed

Research Article

About the Authors

Luke Lee-Brewin

Roles Conceptualization, Data curation, Methodology, Software, Validation, Writing – original draft

Affiliation Physics, University of Surrey, Guildford, Surrey, United Kingdom

Ryan Holden

Roles Data curation, Formal analysis

Affiliation Physics, University of Surrey, Guildford, Surrey, United Kingdom

Caroline Shenton-Taylor

Roles Funding acquisition, Project administration, Supervision, Writing – review & editing

Affiliation Physics, University of Surrey, Guildford, Surrey, United Kingdom

The authors have declared that no competing interests exist.

Isotopes
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Gamma spectrometry
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Neural networks
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k means clustering
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Urban environments
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Radiation
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Simulation and modeling
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Pilot studies
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