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Analytical Techniques

The Winning Tau Decay

Analysis of particle physics data relies heavily on the accurate reconstruction and identification of particles produced in collisions. Increasing expectations from analysers coupled with the ever harsher experimental conditions at the LHC place continual pressure to develop more sophisticated algorithms. This in turn has lead to growing interaction with the Machine Learning community to integrate recent advancements in Classification and Regression algorithms.


Our group plays a crucial role in the advancement of b-quark tagging and tau-lepton identification at ATLAS. 

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