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Matthew Durbin
Matthew Durbin
Graduate Research Assistant, Penn State University
Verified email at psu.edu
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Cited by
Cited by
Year
K-nearest neighbors regression for the discrimination of gamma rays and neutrons in organic scintillators
M Durbin, MA Wonders, M Flaska, AT Lintereur
Nuclear Instruments and Methods in Physics Research Section A: Accelerators …, 2021
262021
Gamma-gamma coincidence performance of LaBr3: Ce scintillation detectors vs HPGe detectors in high count-rate scenarios
A Drescher, M Yoho, S Landsberger, M Durbin, S Biegalski, D Meier, ...
Applied Radiation and Isotopes 122, 116-120, 2017
212017
Improving radioactive material localization by leveraging cyber-security model optimizations
R Sheatsley, M Durbin, A Lintereur, P McDaniel
IEEE Sensors Journal 21 (8), 9994-10006, 2021
92021
Implementation of machine learning algorithms for detecting missing radioactive material
M Durbin, A Lintereur
Journal of Radioanalytical and Nuclear Chemistry 324, 1455-1461, 2020
62020
Development of a fully connected residual neural network for directional gamma ray detection
M Durbin, C Balbier, A Lintereur
International Journal of Modern Physics: Conference Series 50, 2060010, 2020
52020
Application of a novel machine learning approach to SiPM-based neutron/gamma detection and discrimination
M Durbin, MA Wonders, AT Lintereur, M Flaska
2019 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2019
32019
Experimental tests of Gamma-ray Localization Aided with Machine-learning (GLAM) capabilities
M Durbin, R Sheatsley, P McDaniel, A Lintereur
Nuclear Instruments and Methods in Physics Research Section A: Accelerators …, 2022
22022
Machine learning applications for the detection of missing radioactive sources
M Durbin, A Kuntz, A Lintereur
2019 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2019
22019
A Multi-Step Machine Learning Approach to Directional Gamma Ray Detection
M Durbin, R Sheatlsey, P McDaniel, A Lintereur
2020 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2020
12020
Development of machine learning algorithms for directional gamma ray detection
M Durbin, R Sheatsley, C Balbier, T Grieve, P McDaniel, A Lintereur
Proc. Inst. Nuclear Mater. Manage., 1-10, 2019
12019
Application of Machine Learning Techniques for Radioactive Material Localization with an Array of NaI Detectors
M Durbin
2022
A Machine Learning Regression Approach for Pulse Shape Discrimination in Organic Scintillators
M Durbin, M Wonders, M Flaska, A Lintereur
Transactions of the American Nuclear Society 125 (1), 74-76, 2021
2021
FEATURE ENGINEERING: A CASE STUDY FOR RADIATION SOURCE LOCALIZATION IN COMPLICATED ENVIRONMENTS
M Durbin, P McDaniel, R Sheatsley, A Lintereur
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