Speaker
Description
Since the user program of China Spallation Neutron Source (CSNS) was open in 2018, eight neutron beamlines have been operational, with the number of users reaching approximately 6000. The data portal of CSNS provides the services in data access, data reduction, data analysis and simulations for over 130,000 experimental runs. It is continuously evolving to meet the requirements of users for data analysis and software. In the March of 2024, the upgrade project of CSNS II was launched, which will result in the construction of nine neutron instruments, in addition to muon and proton stations. This will present new challenges for the data analysis and management too.
The perspectives and design of data analysis for CSNS II will be presented. The presentation will address a number of key issues, including the real-time processing and reduction of event data streams, the complete simulation of neutron scattering experiments using Monte Carlo/Molecular Dynamics/Density Functional Theory, the web-based access to data visualization and remote control, the reconstruction of neutron imaging data based on High Performance Computing and Artificial Intelligence, and the possible applications of artificial intelligence in data analysis.
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