Towards Real-Time UCN Detection and Super Resolution using Chip Based Optical Neural Network

Real-time super position resolution of ultracold neutron (UCN) hit position is highly desired for position-sensitive neutron experiments. Chip based optical neural networks offer a radiation-hard and energy efficient computing platform in high radiation environments. (LA-UR-24-31949)

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Publication Details

Published
2025-01-01
DOI
https://doi.org/10.1364/cleo_at.2025.aa113_3
Primary Topic
Neural Networks and Reservoir Computing
Type
article
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article

Towards Real-Time UCN Detection and Super Resolution using Chip Based Optical Neural Network

S. Lin, ‪Zhehui Wang, R. T. Chen, Steven Clayton et al.
Neural Networks and Reservoir Computing
article

Towards Real-Time UCN Detection and Super Resolution using Chip Based Optical Neural Network

S. Lin, ‪Zhehui Wang, R. T. Chen, Steven Clayton, Z. Tang, C. L. Morris, Hui Zhu
article en

Abstract

Real-time super position resolution of ultracold neutron (UCN) hit position is highly desired for position-sensitive neutron experiments. Chip based optical neural networks offer a radiation-hard and energy efficient computing platform in high radiation environments. (LA-UR-24-31949)

Openalex Percentile: Top 87%
Neural Networks and Reservoir Computing
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Towards Real-Time UCN Detection and Super Resolution using Chip Based Optical Neural Network — S. Lin, ‪Zhehui Wang, et al. · (2025) | TGRS Research Map | TGRS