1. Neutron source reconstruction using a generalized expectation–maximization algorithm on one-dimensional neutron images from the Z facility.
- Author
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Ricketts, S. A., Mangan, M. A., Volegov, P., Fittinghoff, D. N., Lewis, W. E., Mannion, O. M., Morel, J. E., Adams, M. L., and Ampleford, D. J.
- Subjects
EXPECTATION-maximization algorithms ,INERTIAL confinement fusion ,NEUTRON sources ,NUCLEAR track detectors ,NEUTRONS ,PINHOLE cameras ,NEUTRON emission - Abstract
Magnetized Liner Inertial Fusion experiments have been performed at the Z facility at Sandia National Laboratories. These experiments use deuterium fuel, which produces 2.45 MeV neutrons on reaching thermonuclear conditions. To study the spatial structure of neutron production, the one-dimensional imager of neutrons diagnostic was fielded to record axial resolved neutron images. In this diagnostic, neutrons passing through a rolled edge aperture form an image on a CR-39-based solid state nuclear track detector. Here, we present a modified generalized expectation–maximization algorithm to reconstruct an axial neutron emission profile of the stagnated fusion plasma. We validate the approach by comparing the reconstructed neutron emission profile to an x-ray emission profile provided by a time-integrated pinhole camera. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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