AI based Scintillation Detector Calibration

AI based Scintillation Detector Calibration

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...

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Bibliographische Detailangaben
Hauptverfasser: R, Navaneeth P, Kumari, Kajal, Goswami, Mayank
Format: Artikel
Sprache:eng
Schlagworte:
Physics - Instrumentation and Detectors
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Beschreibung
Zusammenfassung: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.
DOI:10.48550/arxiv.2112.10501