Publication Type
Conference Paper
Journal Name
Springer CCIS Communications in Computer and Information Science
Book Title
Driving Scientific and Engineering Discoveries Through the Integration of Experiment, Big Data, and Modeling and Simulation
Publication Date
Page Numbers
383 to 397
Volume
1512
Issue
CCIS
Publisher Location
Cham, Switzerland
Conference Name
Smoky Mountains Computational Sciences & Engineering Conference (SMC)
Conference Location
Kingsport, Tennessee, United States of America
Conference Sponsor
Oak Ridge National Laboratory
Conference Date
-
Abstract
A two-step data reduction framework is proposed in this study to reconstruct a radiograph from the data collected with a micro-channel plate (MCP) detector operating under event mode. One clustering algorithm and three neutron event back-tracing models are proposed and evaluated using both example data and a full scan data. The reconstructed radiographs are analyzed, the results of which are used to suggest future development.
