AI based Scintillation Detector Calibration

Navaneeth P. R.; Kajal Kumari; Mayank Goswami

AI based Scintillation Detector Calibration

Instrumentation and Detectors 2021-12-21 v1

Authors: Navaneeth P. R. , Kajal Kumari , Mayank Goswami

Abstract

Data set generated from the scintillation detector is used to build a mathematical model based on three different algorithms: (a) Multiple Polynomial Regression (b) Support Vector Regression (c) Neural Network algorithm. Using visualizations and correlations, it is found that the Median of the data will give accurate results and average time has a major contribution in radiation measurement.

Keywords

time series analysis signal processing and noise analysis statistical algorithms

Cite

@article{arxiv.2112.10501,
  title  = {AI based Scintillation Detector Calibration},
  author = {Navaneeth P. R. and Kajal Kumari and Mayank Goswami},
  journal= {arXiv preprint arXiv:2112.10501},
  year   = {2021}
}

Comments

3 pages, 12 images, 1 Table

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