Matrix-element maximisation classifies ttH events with 60-85% of the significance of the traditional integration-based MEM while being up to two orders of magnitude faster.
Measuring Sparticles with the Matrix Element
1 Pith paper cite this work. Polarity classification is still indexing.
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abstract
We apply the Matrix Element Method (MEM) to mass determination of squark pair production with direct decay to quarks and LSP at the LHC, showing that simultaneous mass determination of squarks and LSP is possible. We furthermore propose methods for inclusion of QCD radiation effects in the MEM.
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Towards a generic implementation of matrix-element maximisation as a classifier in particle physics
Matrix-element maximisation classifies ttH events with 60-85% of the significance of the traditional integration-based MEM while being up to two orders of magnitude faster.