NA-22 Particle Classifier Quarterly Report FY18 Q1 [Automated Particle Classifier]
- Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States)
This is the first quarter of the third and final year of this project. Much of this quarter was taken up with preparing the comprehensive paper that details the collection of appropriate data, the pre-processing of data, the forms and development of the algorithms, and the scoring of performance. These four processes were still a bit unpolished among the different algorithms, so by synergy the paper raised the quality of performance of each algorithm. For completeness, the group implemented two more kinds of algorithms for performance comparison: Gatti-DeMartini’s optimal linear filter, and a more straightforward (and more effective) implementation of principal component analysis (PCA) than we had previously built.
- Research Organization:
- Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States)
- Sponsoring Organization:
- USDOE National Nuclear Security Administration (NNSA), Office of Defense Nuclear Nonproliferation
- DOE Contract Number:
- AC52-07NA27344
- OSTI ID:
- 1424605
- Report Number(s):
- LLNL-SR-744864
- Country of Publication:
- United States
- Language:
- English
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