Measuring the Cosmic Ray Helium Flux with the DAMPE Experiment
Published in UniGe Archive-ouverte, 2023
In brief: PhD thesis carried out in the University of Geneva, Switzerland (Supervisor: Prof. Xin Wu)
Publications
Here are some of my selected scientific publications:
Measurement of the Cosmic Ray Helium Energy Spectrum from 70 GeV to 80 TeV with the DAMPE Space Mission
Published in Physical Review Letters, 2023
In brief: The first measurement of the cosmic-ray helium flux by DAMPE, using standard analysis methods (prior to the development and deployment of the deep-learning tools).
Analysis of Individual Cosmic-Ray Proton and Helium Fluxes towards PeV Energies with DAMPE
Published in Proceedings of Science, 2023
In brief: Proceedings of 38th International Cosmic Ray Conference (ICRC) at Nagoya, Japan held in 2023.
A deep learning method for the trajectory reconstruction of cosmic rays with the DAMPE mission
Published in Astroparticle Physics, 2022
In brief: This deep-learning technique was used for track reconstruction in the tracker of the DAMPE detector. It was deployed in the cosmic-ray helium flux measurement (PhD thesis) as well as in the proton flux measurement (preliminary), as presented at the 38th ICRC.
Machine learning-based method of calorimeter saturation correction for helium flux analysis with DAMPE experiment
Published in Journal of Instrumentation, 2022
In brief: This deep-learning technique was used for saturation corrections in the calorimeter of the DAMPE detector. It was deployed in the cosmic-ray helium flux measurement (PhD thesis) as well as in the proton flux measurement (preliminary), as presented at the 38th ICRC.
Search for Charged-Lepton Flavour Violation in Top-Quark Decays in the μτ Channel using the ATLAS Detector at the LHC
Published in CERN Document Server, 2019
In brief: Master thesis carried out in the University of Bonn, Germany (Supervisor: Dr. Markus Cristinziani)