Anomaly-Detection
Dataset
Standard Model Background
Processes:
- leptonic decays of inclusive W boson
- leptonic decays of inclusive Z boson
- top quark pair production
- QCD multijet production
New Physics Signals
New Physics signals consists of four datasets:
| Signal | Mass (GeV) | Decay Channel |
| LeptoQuark (LQ) | 80 | \(LQ \rightarrow b \tau\) |
| Neutral Scalar Boson (A) | 50 | \(A \rightarrow Z Z \rightarrow l^+ l^- l^+ l^-\) |
| Scalar Boson (h^0) | 60 | \(h^0 \rightarrow \tau \tau\) |
| Charged Scalar Boson (h^{\pm}) | 60 | \(h^0 \rightarrow \tau \nu\) |
Some results
References/Datasets:
Dataset from https://mpp-hep.github.io/ADC2021/ Code Structure is motivated from https://github.com/mpp-hep/ADC2021-examplecode