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A Flexible and Efficient Approach to Missing Transverse Momentum Reconstruction
William Balunas1, Donatella Cavalli2, Teng Jian Khoo3
1Cavendish Laboratory, University of Cambridge, Cambridge, UK.
This study presents a new method for precisely calculating missing transverse momentum at particle colliders. This technique improves the analysis of invisible particles like dark matter and neutrinos in high-energy physics experiments.
Area of Science:
- High Energy Physics
- Particle Physics
- Collider Physics
Background:
- Missing transverse momentum is vital for detecting invisible particles like neutrinos and dark matter.
- Calculating this precisely is challenging due to complex energy/momentum distributions in collider data.
Purpose of the Study:
- To develop an efficient method for computing missing transverse momentum.
- To support arbitrary object selection criteria for this computation.
Main Methods:
- A novel encoding strategy for missing transverse momentum computation.
- Integration of pileup suppression using calorimeter and inner detector data.
- Support for energy calibration and systematic variations.
Main Results:
- The developed method efficiently encodes necessary information for missing transverse momentum calculation.
- The strategy is compatible with various object selection criteria.
- Pileup suppression is effectively integrated into the reconstruction.
Conclusions:
- This optimized strategy enhances the use of missing transverse momentum in ATLAS experiment analyses.
- It is applicable to current (Runs 2 & 3) and future Large Hadron Collider research.
- The method improves precision in high-energy physics studies.
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