Chameleon: a cloud computing Industry 4.0 neutron spectrum unfolding code

Radiat Prot Dosimetry. 2023 Oct 11;199(15-16):1877-1882. doi: 10.1093/rpd/ncac298.

Abstract

This work presents Chameleon, a cloud computing (CC) Industry 4.0 (I4) neutron spectrum unfolding code. The code was designed under the Python programming language, using Streamlit framework®, and it is executed on the cloud, as I4 CC technology through internet, by using mobile devices with internet connectivity and a web navigator. In its first version, as a proof of concept, the SPUNIT algorithm was implemented. The main functionalities and the preliminary tests performed to validate the code are presented. Chameleon solves the neutron spectrum unfolding problem and it is easy, friendly and intuitive. It can be applied with success in various workplaces. More validation tests are in progress. Future implementations will include improving the graphical user interface, inserting other algorithms, such as GRAVEL, MAXED and neural networks, and implementing an algorithm to estimate uncertainties in the calculated integral quantities.

MeSH terms

  • Algorithms*
  • Cloud Computing*
  • Internet
  • Neural Networks, Computer
  • Neutrons