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Open Access

Peer-reviewed

Research Article

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

Luke Lee-Brewin ,

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

* E-mail: l.j.lee-brewin@surrey.ac.uk

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

https://orcid.org/0000-0001-6379-9591

⨯
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
⨯

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

Luke Lee-Brewin,
Ryan Holden,
Caroline Shenton-Taylor

x

Published: June 9, 2025
https://doi.org/10.1371/journal.pone.0323053

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Gamma spectrometry
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k means clustering
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