Work Package 3

Data Analysis 

Data Analysis is the focus of the 3rd Work Package. LIV.DAT’s approach to such analyses is dominated by the development of efficient numerical (i.e. MC-related) Bayesian inference techniques, a broad class of approaches that offer an ability to answer closed questions that complements Deep Learning’s ability to answer open questions.

The following projects are part of this Work Package:

• Real time analysis for high bandwidth experiments 
• Non-destructive contamination depth profiling 
• Transient classification in the LSST data deluge
• Galactic archaeology using the thick disk of the Milky Way
• New heavy gauge boson searches at ATLAS and their phenomenological interpretation
• Axion searches in rare Higgs decays at ATLAS
• Search for dark photons decaying to muons or electrons in Higgs decays at ATLAS
• Search for a Higgs Boson decaying to invisible particles with the ATLAS experiment
• Constraints on Neutrino Charge-Parity (CP) Violation from an Analysis of the Complete Neutrino and Antineutrino Data Set from the T2K Experiment, and from a Joint Analysis of T2K and NOvA Data
• The accretion history of the Milky Way Halo from Massive Spectroscopic Surveys and Cosmological Simulations
• Investigating Lepton Flavour violating Muon decays with the Mu3e experiment at PSI
• Machine-learning in Secondary Emission Monitor (SEM) optimisation
• Shapes studies in neutron-rich cerium isotopes
• A search for charged lepton-flavour violating tau decays to 3 muons with the ATLAS Experiment
• Supernova Neutrinos and Light Injection Calibration using Water Cherenkov Detectors
• Development of Liquid Argon TPC read-out technology for neutrino physics within the ARIADNE project
• Sterile neutrino search at the Fermilab Short Baseline Neutrino Program