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Ion beam analysis and big data: How data science can support next-generation instrumentation
- Source :
- Nuclear Inst. and Methods in Physics Research B 478 (2020) 111-115
- Publication Year :
- 2022
-
Abstract
- With a growing demand for accurate ion beam analysis on a large number of samples, it becomes an issue of how to ensure the quality standards and consistency over hundreds or thousands of samples. In this sense, a virtual assistant that checks the data quality, emitting certificates of quality, is highly desired. Even the processing of a massive number of spectra is a problem regarding the consistency of the analysis. In this work, we report the design and first results of a virtual layer under implementation in our laboratory. It consists of a series of systems running in the cloud that perform the mentioned tasks and serves as a virtual assistant for member staff and users. We aim to bring the concept of the Internet of Things and artificial intelligence closer to the laboratory to support a new generation of instrumentation.<br />Comment: 9 pages, 4 figures, 2019 Ion Beam Analysis Conference
- Subjects :
- Physics - Instrumentation and Detectors
Physics - Applied Physics
Subjects
Details
- Database :
- arXiv
- Journal :
- Nuclear Inst. and Methods in Physics Research B 478 (2020) 111-115
- Publication Type :
- Report
- Accession number :
- edsarx.2205.05680
- Document Type :
- Working Paper
- Full Text :
- https://doi.org/10.1016/j.nimb.2020.05.027